In [2]:
import numpy as np
import matplotlib.pyplot as plt
from matplotlib import gridspec
import seaborn as sns
import glob
import os
import re
import pandas as pd
import tarfile
from sklearn.decomposition import PCA
import P4J
%matplotlib inline
plt.rcParams['figure.figsize'] = (9, 6)
sns.set(style="whitegrid", color_codes=True, context="poster")
mainpath = '/Users/jorgetil/Astro/HITS'
/Users/jorgetil/miniconda/lib/python2.7/site-packages/matplotlib/__init__.py:872: UserWarning: axes.color_cycle is deprecated and replaced with axes.prop_cycle; please use the latter. warnings.warn(self.msg_depr % (key, alt_key))
In [145]:
def give_me_lc(field, CCD, X, Y, extract=False):
year = field[:-3]
try:
tar = tarfile.open("%s/lightcurves/%s/%s/%s/%s_%s_g_LC_50.tar.gz"
% (mainpath, year, field, CCD, field, CCD))
fil = tar.extractfile('%s_%s_%s_%s_g.dat' % (field, CCD, X, Y))
if extract:
tar.extract('%s_%s_%s_%s_g.dat' % (field, CCD, X, Y),
path='/Users/jorgetil/Astro/HITS/lightcurves/samples/.')
except:
print 'No tar file or element in tar file'
return None
time, mag, err = [], [], []
for line in fil:
if line[0] == '#': continue
values = line.split()
time.append(float(values[1]))
mag.append(float(values[2]))
err.append(float(values[3]))
time = np.asarray(time)
mag= np.asarray(mag)
err = np.asarray(err)
try:
fil = tar.extractfile('%s_%s_%s_%s_r.dat' % (field, CCD, X, Y))
#tar.extract('%s_%s_%s_%s_r.dat' % (field, CCD, X, Y)
# , path='/Users/jorgetil/Downloads/.')
time2, mag2, err2 = [], [], []
for line in fil:
if line[0] == '#': continue
values = line.split()
time2.append(float(values[1]))
mag2.append(float(values[2]))
err2.append(float(values[3]))
time2 = np.asarray(time2)
mag2 = np.asarray(mag2)
err2 = np.asarray(err2)
return time, mag, err, time2, mag2, err2
except:
print 'No lightcurve for other filter'
return time, mag, err, None, None, None
In [158]:
# load feature table into DF
#table_file = '%s/tables/Blind14A_tables+feat_pl_var_type_spCL_spClass.csv' % (mainpath)
table_file = '%s/tables/Blind14A_label_sample.csv' % (mainpath)
table_15 = pd.read_csv(table_file)
table_15.set_index('ID', inplace=True)
In [159]:
table_15.info()
<class 'pandas.core.frame.DataFrame'> Index: 1791 entries, Blind14A_01_N10_0056_2470 to Blind14A_40_S2_0763_3661 Data columns (total 79 columns): DEC 1791 non-null float64 ELLIPTICITY 1791 non-null float64 FLAGS 1791 non-null int64 FLUX_RADIUS 1791 non-null float64 FWHM 1791 non-null float64 KRON_RADIUS 1791 non-null float64 Median_err_g 1791 non-null float64 Median_g 1791 non-null float64 Occu_g 1791 non-null int64 RA 1791 non-null float64 STD_g 1791 non-null float64 X 1791 non-null float64 Y 1791 non-null float64 Amplitude 1791 non-null float64 AndersonDarling 1791 non-null float64 Autocor_length 1791 non-null float64 Beyond1Std 1791 non-null float64 CAR_mean 1791 non-null float64 CAR_sigma 1791 non-null float64 CAR_tau 1791 non-null float64 Con 1791 non-null float64 Eta_e 1791 non-null float64 FluxPercentileRatioMid20 1791 non-null float64 FluxPercentileRatioMid35 1791 non-null float64 FluxPercentileRatioMid50 1791 non-null float64 FluxPercentileRatioMid65 1791 non-null float64 FluxPercentileRatioMid80 1791 non-null float64 Freq1_harmonics_amplitude_0 1791 non-null float64 Freq1_harmonics_amplitude_1 1791 non-null float64 Freq1_harmonics_amplitude_2 1791 non-null float64 Freq1_harmonics_amplitude_3 1791 non-null float64 Freq1_harmonics_rel_phase_0 1791 non-null float64 Freq1_harmonics_rel_phase_1 1791 non-null float64 Freq1_harmonics_rel_phase_2 1791 non-null float64 Freq1_harmonics_rel_phase_3 1791 non-null float64 Freq2_harmonics_amplitude_0 1791 non-null float64 Freq2_harmonics_amplitude_1 1791 non-null float64 Freq2_harmonics_amplitude_2 1791 non-null float64 Freq2_harmonics_amplitude_3 1791 non-null float64 Freq2_harmonics_rel_phase_0 1791 non-null float64 Freq2_harmonics_rel_phase_1 1791 non-null float64 Freq2_harmonics_rel_phase_2 1791 non-null float64 Freq2_harmonics_rel_phase_3 1791 non-null float64 Freq3_harmonics_amplitude_0 1791 non-null float64 Freq3_harmonics_amplitude_1 1791 non-null float64 Freq3_harmonics_amplitude_2 1791 non-null float64 Freq3_harmonics_amplitude_3 1791 non-null float64 Freq3_harmonics_rel_phase_0 1791 non-null float64 Freq3_harmonics_rel_phase_1 1791 non-null float64 Freq3_harmonics_rel_phase_2 1791 non-null float64 Freq3_harmonics_rel_phase_3 1791 non-null float64 Gskew 1791 non-null float64 LinearTrend 1791 non-null float64 MaxSlope 1791 non-null float64 Mean 1791 non-null float64 Meanvariance 1791 non-null float64 MedianAbsDev 1791 non-null float64 MedianBRP 1791 non-null float64 PairSlopeTrend 1791 non-null float64 PercentAmplitude 1791 non-null float64 PercentDifferenceFluxPercentile 1791 non-null float64 PeriodLS 1791 non-null float64 Period_fit 1791 non-null float64 Psi_CS 1791 non-null float64 Psi_eta 1791 non-null float64 Q31 1791 non-null float64 Rcs 1791 non-null float64 Skew 1791 non-null float64 SlottedA_length 1791 non-null float64 SmallKurtosis 1791 non-null float64 Std 1791 non-null float64 StetsonK 1791 non-null float64 StetsonK_AC 1791 non-null float64 WMCC_Period 1791 non-null float64 WMCC_conf 1791 non-null float64 spCl 1573 non-null object subClass 1003 non-null object Var_Type 1791 non-null object Var_subType 19 non-null object dtypes: float64(73), int64(2), object(4) memory usage: 1.1+ MB
In [160]:
plt.plot(table_15.PeriodLS, table_15.WMCC_Period, 'b.')
plt.xlim(0,15)
plt.xlim(0,15)
plt.show()
In [165]:
plt.plot(table_15.query('Var_Type == "RRLYR"').PeriodLS,
table_15.query('Var_Type == "RRLYR"').Amplitude, '.b', label='RRLYR')
plt.legend(loc='best')
plt.xscale('log')
plt.show()
In [162]:
WCMM_new = []
WCMM_old = []
ls = []
periodogram = True
#for idx, row in table_15.query('WMCC_conf >= 0.98 and PeriodLS >= 1.5').head(50).iterrows():
for idx, row in table_15.query('Var_Type == "RRLYR"').iterrows():
print '\r',idx
label = row['Var_Type']
print row[['Var_Type','FLUX_RADIUS','ELLIPTICITY','FWHM',
'FLAGS','Mean','Median_g',
'Std','MedianAbsDev','Meanvariance','Eta_e',
'Pred_Var_Type','Prob_Pred','PeriodLS',
'Period_fit', 'WMCC_Period', 'WMCC_conf']]
T = float(row['PeriodLS'])
field, CCD, X, Y = re.findall(
r'(\w+\d+\w?\_\d\d?)\_(\w\d+?)\_(\d+)\_(\d+)', idx)[0]
try:
time, mag, err, time2, mag2, err2 = give_me_lc(field, CCD, X, Y,extract=False)
except:
print 'fail during LC read'
continue
if periodogram:
M = 1
WMCC_model = P4J.periodogram(M=M, method='WMCC')
WMCC_model.fit(time, mag, err)
freq, per = WMCC_model.grid_search(fmin=1/30.0, fmax=1/.01, fres_coarse=2,
fres_fine=0.05, n_local_max=10)
fbest = WMCC_model.get_best_frequency()
WMCC_model.fit_extreme_cdf(n_bootstrap=40, n_frequencies=40)
falsa_alarm = np.asarray([0.05, 0.01, 0.001])
per_levels = WMCC_model.get_FAP(falsa_alarm)
confidence_best_freq = WMCC_model.get_confidence(fbest[1])
print 1/fbest[0]
fig = plt.figure(figsize=(15,14))
gs = gridspec.GridSpec(3,2)
ax1 = fig.add_subplot(gs[0,:])
ax2 = fig.add_subplot(gs[1,0])
ax3 = fig.add_subplot(gs[1,1])
ax4 = fig.add_subplot(gs[2,1])
ax5 = fig.add_subplot(gs[2,0])
# plot of periodogram from WMCC
ax1.plot(freq, per, 'k-', linewidth=1)
ax1.axvline(1/T, ls=':', c='c', linewidth=4, alpha=0.9)
ax1.axvline(2/T, ls=':', c='y', linewidth=4, alpha=0.9)
# Print confidence bars
xmin, xmax = ax1.get_xlim()
for i in range(0, len(falsa_alarm)):
ax1.axhline(per_levels[i], ls='--', c='b', linewidth=4, alpha=0.5)
ax1.annotate('%0.3f' % (1.0-falsa_alarm[i]), xy=(xmin+0.01*(xmax-xmin),
per_levels[i]), fontsize=12)
# Print max of periodogram
ymin, ymax = ax1.get_ylim()
ax1.axvline(fbest[0], ls='--', c='r', linewidth=4, alpha=0.7)
ax1.set_ylim([ymin, ymax])
ax1.set_xlabel('Frequency [1/MJD]', fontsize=15)
ax1.set_ylabel('Periodogram', fontsize=15)
ax1.annotate(' %0.3f' % (confidence_best_freq),
xy=(fbest[0], fbest[1]) , fontsize=12)
# LC
ax2.errorbar(time, mag, yerr=err, fmt='b*')
ax2.set_xlabel('time')
# phase LC from LS
phase1 = np.mod(time, T) / T
sort_idx1 = np.argsort(phase1)
PHASE = np.hstack([phase1[sort_idx1], phase1[sort_idx1]+1.])
MAG = np.hstack([mag[sort_idx1],mag[sort_idx1]])
ERR = np.hstack([err[sort_idx1],err[sort_idx1]])
ax3.errorbar(PHASE-1, MAG, yerr=ERR, fmt='g*', label='LS')
ax3.legend(loc='best')
#if label == 'RRLYR' or label == 'EB' or label == 'CEP' or label=='BE':
T_C = float(row['WMCC_Period'])
t_c = 1/fbest[0]
ls.append(T)
WCMM_old.append(T_C)
WCMM_new.append(t_c)
print 'WMCC/LS = ', T_C/T
print 'OLD WMCC period M=3', T_C
print 'NEW WMCC period M=%i' % (M), t_c
phase_C = np.mod(time, T_C) / T_C
sort_idx_C = np.argsort(phase_C)
PHASE_C = np.hstack([phase_C[sort_idx_C], phase_C[sort_idx_C]+1.])
MAG_C = np.hstack([mag[sort_idx_C],mag[sort_idx_C]])
ERR_C = np.hstack([err[sort_idx_C],err[sort_idx_C]])
ax4.errorbar(PHASE_C-1, MAG_C, yerr=ERR_C, fmt='b*', alpha=.7, label='WMCC_old')
ax4.set_xlabel('phase', fontsize=15)
ax4.legend(loc='best')
phase_cc = np.mod(time, t_c) / t_c
sort_idx_cc = np.argsort(phase_cc)
PHASE_cc = np.hstack([phase_cc[sort_idx_cc], phase_cc[sort_idx_cc]+1.])
MAG_cc = np.hstack([mag[sort_idx_cc],mag[sort_idx_cc]])
ERR_cc = np.hstack([err[sort_idx_cc],err[sort_idx_cc]])
ax5.errorbar(PHASE_cc-1, MAG_cc, yerr=ERR_cc, fmt='b*', alpha=.7, label='WMCC_new')
ax5.set_xlabel('phase', fontsize=15)
ax5.legend(loc='best')
ax2.set_ylabel('g', fontsize=15)
ax2.invert_yaxis()
ax3.invert_yaxis()
ax4.invert_yaxis()
ax5.invert_yaxis()
plt.show()
else:
plt.errorbar(time, mag, yerr=err, fmt='b*')
plt.xlabel('time')
plt.ylabel('g')
plt.gca().invert_yaxis()
plt.show()
Blind14A_01_N10_0056_2470 Var_Type RRLYR FLUX_RADIUS 2.761 ELLIPTICITY 0.0592654 FWHM 5.635 FLAGS 0 Mean 20.5569 Median_g 20.6083 Std 0.257721 MedianAbsDev 0.194 Meanvariance 0.012537 Eta_e 1152.14 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.695828 Period_fit 0.0105693 WMCC_Period 0.69935 WMCC_conf 0.999997 Name: Blind14A_01_N10_0056_2470, dtype: object No lightcurve for other filter 0.699349509761 WMCC/LS = 1.00506146059 OLD WMCC period M=3 0.699349509761 NEW WMCC period M=1 0.699349509761
Blind14A_01_N13_0543_0621 Var_Type RRLYR FLUX_RADIUS 2.9515 ELLIPTICITY 0.0632218 FWHM 5.69 FLAGS 0 Mean 20.5072 Median_g 20.5552 Std 0.214351 MedianAbsDev 0.1614 Meanvariance 0.0104525 Eta_e 770.818 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.716445 Period_fit 0.00286511 WMCC_Period 0.72287 WMCC_conf 0.999729 Name: Blind14A_01_N13_0543_0621, dtype: object No lightcurve for other filter 0.722870233184 WMCC/LS = 1.00896860987 OLD WMCC period M=3 0.722870233184 NEW WMCC period M=1 0.722870233184
Blind14A_01_N18_0491_3908 Var_Type RRLYR FLUX_RADIUS 3.0085 ELLIPTICITY 0.0800368 FWHM 5.585 FLAGS 0 Mean 20.4623 Median_g 20.4948 Std 0.18202 MedianAbsDev 0.1528 Meanvariance 0.00889537 Eta_e 515.833 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.306076 Period_fit 0.000451069 WMCC_Period 0.306464 WMCC_conf 1 Name: Blind14A_01_N18_0491_3908, dtype: object No lightcurve for other filter 0.306463996198 WMCC/LS = 1.00126742712 OLD WMCC period M=3 0.306463996198 NEW WMCC period M=1 0.306463996198
Blind14A_01_N5_1537_2612 Var_Type RRLYR FLUX_RADIUS 2.918 ELLIPTICITY 0.0684674 FWHM 5.41 FLAGS 0 Mean 20.4882 Median_g 20.532 Std 0.229407 MedianAbsDev 0.1946 Meanvariance 0.0111971 Eta_e 712.853 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.681127 Period_fit 0.00160591 WMCC_Period 0.680169 WMCC_conf 0.999994 Name: Blind14A_01_N5_1537_2612, dtype: object No lightcurve for other filter 0.680169037975 WMCC/LS = 0.99859353024 OLD WMCC period M=3 0.680169037975 NEW WMCC period M=1 0.680169037975
Blind14A_01_N6_0964_1433 Var_Type RRLYR FLUX_RADIUS 2.876 ELLIPTICITY 0.0766382 FWHM 5.695 FLAGS 0 Mean 20.5544 Median_g 20.7 Std 0.29302 MedianAbsDev 0.1256 Meanvariance 0.0142558 Eta_e 467.02 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.600746 Period_fit 0.00696115 WMCC_Period 0.106755 WMCC_conf 0.999834 Name: Blind14A_01_N6_0964_1433, dtype: object No lightcurve for other filter 0.106755007947 WMCC/LS = 0.17770419426 OLD WMCC period M=3 0.106755007947 NEW WMCC period M=1 0.106755007947
Blind14A_01_S11_1684_2828 Var_Type RRLYR FLUX_RADIUS 2.9105 ELLIPTICITY 0.0587983 FWHM 5.425 FLAGS 0 Mean 20.5289 Median_g 20.5462 Std 0.248322 MedianAbsDev 0.25055 Meanvariance 0.0120962 Eta_e 672.503 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.345429 Period_fit 0.000211675 WMCC_Period 0.345552 WMCC_conf 1 Name: Blind14A_01_S11_1684_2828, dtype: object No lightcurve for other filter 0.345552115756 WMCC/LS = 1.00035727045 OLD WMCC period M=3 0.345552115756 NEW WMCC period M=1 0.345552115756
Blind14A_01_S12_0572_1923 Var_Type RRLYR FLUX_RADIUS 2.877 ELLIPTICITY 0.0588233 FWHM 5.485 FLAGS 0 Mean 20.4368 Median_g 20.5107 Std 0.194454 MedianAbsDev 0.11985 Meanvariance 0.00951491 Eta_e 330.828 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.732728 Period_fit 0.000519058 WMCC_Period 0.731066 WMCC_conf 1 Name: Blind14A_01_S12_0572_1923, dtype: object No lightcurve for other filter 0.731066040816 WMCC/LS = 0.997732426304 OLD WMCC period M=3 0.731066040816 NEW WMCC period M=1 0.731066040816
Blind14A_01_S13_0611_3657 Var_Type RRLYR FLUX_RADIUS 3.5115 ELLIPTICITY 0.24641 FWHM 7.26 FLAGS 0 Mean 20.347 Median_g 20.5018 Std 0.350162 MedianAbsDev 0.1617 Meanvariance 0.0172095 Eta_e 332.197 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.579162 Period_fit 0.0165671 WMCC_Period 0.577778 WMCC_conf 0.997371 Name: Blind14A_01_S13_0611_3657, dtype: object No lightcurve for other filter 0.577778 WMCC/LS = 0.99761051374 OLD WMCC period M=3 0.577778 NEW WMCC period M=1 0.577778
Blind14A_01_S13_0631_3344 Var_Type RRLYR FLUX_RADIUS 2.9865 ELLIPTICITY 0.0745023 FWHM 5.91 FLAGS 0 Mean 20.4427 Median_g 20.4531 Std 0.252951 MedianAbsDev 0.2091 Meanvariance 0.0123737 Eta_e 282.936 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 2.015 Period_fit 0.000621998 WMCC_Period 2.00249 WMCC_conf 1 Name: Blind14A_01_S13_0631_3344, dtype: object No lightcurve for other filter 2.00248524224 WMCC/LS = 0.993788819878 OLD WMCC period M=3 2.00248524224 NEW WMCC period M=1 2.00248524224
Blind14A_01_S13_1333_3823 Var_Type RRLYR FLUX_RADIUS 2.981 ELLIPTICITY 0.09991 FWHM 5.88 FLAGS 0 Mean 20.5011 Median_g 20.645 Std 0.320198 MedianAbsDev 0.1845 Meanvariance 0.0156186 Eta_e 462.582 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.582651 Period_fit 0.00573177 WMCC_Period 0.583002 WMCC_conf 0.999851 Name: Blind14A_01_S13_1333_3823, dtype: object No lightcurve for other filter 0.58300203255 WMCC/LS = 1.00060277276 OLD WMCC period M=3 0.58300203255 NEW WMCC period M=1 0.58300203255
Blind14A_01_S13_1751_3366 Var_Type RRLYR FLUX_RADIUS 3.02 ELLIPTICITY 0.0623434 FWHM 5.78 FLAGS 0 Mean 20.3988 Median_g 20.3574 Std 0.193218 MedianAbsDev 0.18 Meanvariance 0.00947202 Eta_e 3685.9 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.426079 Period_fit 0.00129595 WMCC_Period 0.42477 WMCC_conf 0.999997 Name: Blind14A_01_S13_1751_3366, dtype: object No lightcurve for other filter 0.424769596838 WMCC/LS = 0.996925779534 OLD WMCC period M=3 0.424769596838 NEW WMCC period M=1 0.424769596838
Blind14A_01_S13_1866_3620 Var_Type RRLYR FLUX_RADIUS 2.969 ELLIPTICITY 0.0757856 FWHM 5.47 FLAGS 3 Mean 20.3951 Median_g 20.3278 Std 0.196918 MedianAbsDev 0.1914 Meanvariance 0.00965519 Eta_e 856.391 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.377813 Period_fit 0.0101641 WMCC_Period 0.378404 WMCC_conf 0.999985 Name: Blind14A_01_S13_1866_3620, dtype: object No lightcurve for other filter 0.378403901408 WMCC/LS = 1.00156494523 OLD WMCC period M=3 0.378403901408 NEW WMCC period M=1 0.378403901408
Blind14A_01_S18_1157_3284 Var_Type RRLYR FLUX_RADIUS 2.893 ELLIPTICITY 0.0671634 FWHM 5.525 FLAGS 0 Mean 20.682 Median_g 20.775 Std 0.270915 MedianAbsDev 0.15 Meanvariance 0.0130991 Eta_e 1250.38 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.612152 Period_fit 0.0037917 WMCC_Period 0.604878 WMCC_conf 0.999978 Name: Blind14A_01_S18_1157_3284, dtype: object No lightcurve for other filter 0.604878281426 WMCC/LS = 0.988117573484 OLD WMCC period M=3 0.604878281426 NEW WMCC period M=1 0.604878281426
Blind14A_01_S19_0189_3679 Var_Type RRLYR FLUX_RADIUS 2.9845 ELLIPTICITY 0.0833974 FWHM 5.92 FLAGS 0 Mean 20.5468 Median_g 20.5986 Std 0.264215 MedianAbsDev 0.2277 Meanvariance 0.0128592 Eta_e 720.826 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.705986 Period_fit 0.00486184 WMCC_Period 0.705471 WMCC_conf 0.999985 Name: Blind14A_01_S19_0189_3679, dtype: object No lightcurve for other filter 0.705470730853 WMCC/LS = 0.999270605397 OLD WMCC period M=3 0.705470730853 NEW WMCC period M=1 0.705470730853
Blind14A_01_S19_0353_0370 Var_Type RRLYR FLUX_RADIUS 3.001 ELLIPTICITY 0.105545 FWHM 5.745 FLAGS 0 Mean 20.5047 Median_g 20.5856 Std 0.252684 MedianAbsDev 0.1408 Meanvariance 0.0123233 Eta_e 1084.55 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.6045 Period_fit 0.00728203 WMCC_Period 0.603746 WMCC_conf 0.999957 Name: Blind14A_01_S19_0353_0370, dtype: object No lightcurve for other filter 0.603745550562 WMCC/LS = 0.99875156055 OLD WMCC period M=3 0.603745550562 NEW WMCC period M=1 0.603745550562
Blind14A_01_S19_0845_3598 Var_Type RRLYR FLUX_RADIUS 3.442 ELLIPTICITY 0.205087 FWHM 6.12 FLAGS 0 Mean 20.5686 Median_g 20.7107 Std 0.27631 MedianAbsDev 0.1046 Meanvariance 0.0134336 Eta_e 1296.81 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.593374 Period_fit 0.0318022 WMCC_Period 0.593739 WMCC_conf 0.9904 Name: Blind14A_01_S19_0845_3598, dtype: object No lightcurve for other filter 0.593738718232 WMCC/LS = 1.00061387354 OLD WMCC period M=3 0.593738718232 NEW WMCC period M=1 0.593738718232
Blind14A_01_S19_0935_3298 Var_Type RRLYR FLUX_RADIUS 3.26 ELLIPTICITY 0.201915 FWHM 6.27 FLAGS 2 Mean 20.6339 Median_g 20.6639 Std 0.222171 MedianAbsDev 0.1742 Meanvariance 0.0107673 Eta_e 4292.7 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.608302 Period_fit 0.0288055 WMCC_Period 0.608302 WMCC_conf 0.997267 Name: Blind14A_01_S19_0935_3298, dtype: object No lightcurve for other filter 0.608302120755 WMCC/LS = 1.0 OLD WMCC period M=3 0.608302120755 NEW WMCC period M=1 0.608302120755
Blind14A_01_S19_1076_0118 Var_Type RRLYR FLUX_RADIUS 2.8215 ELLIPTICITY 0.0640739 FWHM 5.21 FLAGS 0 Mean 20.5211 Median_g 20.607 Std 0.265495 MedianAbsDev 0.1882 Meanvariance 0.0129377 Eta_e 392.326 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.608302 Period_fit 0.00806529 WMCC_Period 0.608302 WMCC_conf 0.999994 Name: Blind14A_01_S19_1076_0118, dtype: object No lightcurve for other filter 0.608302120755 WMCC/LS = 1.0 OLD WMCC period M=3 0.608302120755 NEW WMCC period M=1 0.608302120755
Blind14A_01_S19_1239_1699 Var_Type RRLYR FLUX_RADIUS 2.972 ELLIPTICITY 0.0601504 FWHM 5.725 FLAGS 0 Mean 20.3222 Median_g 20.3657 Std 0.21522 MedianAbsDev 0.1709 Meanvariance 0.0105904 Eta_e 2528.27 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.316079 Period_fit 0.000421568 WMCC_Period 0.316389 WMCC_conf 1 Name: Blind14A_01_S19_1239_1699, dtype: object No lightcurve for other filter 0.316388737978 WMCC/LS = 1.00098135427 OLD WMCC period M=3 0.316388737978 NEW WMCC period M=1 0.316388737978
Blind14A_01_S19_1505_3950 Var_Type RRLYR FLUX_RADIUS 2.931 ELLIPTICITY 0.0842491 FWHM 5.84 FLAGS 0 Mean 20.6066 Median_g 20.7752 Std 0.328897 MedianAbsDev 0.0922 Meanvariance 0.0159608 Eta_e 1257.42 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.572308 Period_fit 0.0077421 WMCC_Period 0.572647 WMCC_conf 0.999699 Name: Blind14A_01_S19_1505_3950, dtype: object No lightcurve for other filter 0.572646756661 WMCC/LS = 1.00059206631 OLD WMCC period M=3 0.572646756661 NEW WMCC period M=1 0.572646756661
Blind14A_01_S19_1634_2460 Var_Type RRLYR FLUX_RADIUS 2.978 ELLIPTICITY 0.0774908 FWHM 5.855 FLAGS 0 Mean 20.4232 Median_g 20.4557 Std 0.260781 MedianAbsDev 0.2587 Meanvariance 0.0127689 Eta_e 1723.32 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.346667 Period_fit 0.000256861 WMCC_Period 0.347414 WMCC_conf 1 Name: Blind14A_01_S19_1634_2460, dtype: object No lightcurve for other filter 0.347413926724 WMCC/LS = 1.00215517241 OLD WMCC period M=3 0.347413926724 NEW WMCC period M=1 0.347413926724
Blind14A_01_S24_0567_3871 Var_Type RRLYR FLUX_RADIUS 2.992 ELLIPTICITY 0.0808824 FWHM 5.63 FLAGS 0 Mean 20.5165 Median_g 20.5801 Std 0.234479 MedianAbsDev 0.1711 Meanvariance 0.0114288 Eta_e 547.775 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.301309 Period_fit 0.000179456 WMCC_Period 0.301027 WMCC_conf 1 Name: Blind14A_01_S24_0567_3871, dtype: object No lightcurve for other filter 0.301027193277 WMCC/LS = 0.999066293182 OLD WMCC period M=3 0.301027193277 NEW WMCC period M=1 0.301027193277
Blind14A_01_S24_1170_3313 Var_Type RRLYR FLUX_RADIUS 2.9975 ELLIPTICITY 0.0654206 FWHM 5.81 FLAGS 0 Mean 20.4406 Median_g 20.4365 Std 0.181541 MedianAbsDev 0.1621 Meanvariance 0.00888142 Eta_e 611.641 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.394776 Period_fit 0.000314796 WMCC_Period 0.395098 WMCC_conf 0.999986 Name: Blind14A_01_S24_1170_3313, dtype: object No lightcurve for other filter 0.395098191176 WMCC/LS = 1.00081699346 OLD WMCC period M=3 0.395098191176 NEW WMCC period M=1 0.395098191176
Blind14A_01_S28_0804_0529 Var_Type RRLYR FLUX_RADIUS 2.943 ELLIPTICITY 0.0701997 FWHM 5.605 FLAGS 0 Mean 20.3997 Median_g 20.4392 Std 0.208214 MedianAbsDev 0.16105 Meanvariance 0.0102067 Eta_e 2208.07 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.671667 Period_fit 0.000847469 WMCC_Period 0.674477 WMCC_conf 1 Name: Blind14A_01_S28_0804_0529, dtype: object No lightcurve for other filter 0.674477246862 WMCC/LS = 1.00418410042 OLD WMCC period M=3 0.674477246862 NEW WMCC period M=1 0.674477246862
Blind14A_01_S4_1548_1607 Var_Type RRLYR FLUX_RADIUS 2.8975 ELLIPTICITY 0.0435179 FWHM 5.375 FLAGS 0 Mean 17.562 Median_g 17.7383 Std 0.389823 MedianAbsDev 0.1616 Meanvariance 0.0221969 Eta_e 251.947 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.579162 Period_fit 0.00961194 WMCC_Period 0.579856 WMCC_conf 0.992429 Name: Blind14A_01_S4_1548_1607, dtype: object No lightcurve for other filter 0.579856338129 WMCC/LS = 1.00119904077 OLD WMCC period M=3 0.579856338129 NEW WMCC period M=1 0.579856338129
Blind14A_01_S5_0793_1902 Var_Type RRLYR FLUX_RADIUS 2.8105 ELLIPTICITY 0.0658552 FWHM 5.465 FLAGS 0 Mean 20.577 Median_g 20.7085 Std 0.282938 MedianAbsDev 0.14945 Meanvariance 0.0137502 Eta_e 908.973 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.649128 Period_fit 0.00489835 WMCC_Period 0.648692 WMCC_conf 0.999222 Name: Blind14A_01_S5_0793_1902, dtype: object No lightcurve for other filter 0.648692402414 WMCC/LS = 0.999329309188 OLD WMCC period M=3 0.648692402414 NEW WMCC period M=1 0.648692402414
Blind14A_01_S5_1095_2850 Var_Type RRLYR FLUX_RADIUS 2.9435 ELLIPTICITY 0.0457981 FWHM 5.51 FLAGS 0 Mean 16.957 Median_g 17.0228 Std 0.328556 MedianAbsDev 0.2132 Meanvariance 0.0193758 Eta_e 34.6446 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.565614 Period_fit 0.00380296 WMCC_Period 0.0845973 WMCC_conf 0.999999 Name: Blind14A_01_S5_1095_2850, dtype: object No lightcurve for other filter 0.0845972511152 WMCC/LS = 0.149567042771 OLD WMCC period M=3 0.0845972511152 NEW WMCC period M=1 0.0845972511152
Blind14A_01_S7_0897_1381 Var_Type RRLYR FLUX_RADIUS 2.865 ELLIPTICITY 0.0689013 FWHM 5.63 FLAGS 0 Mean 20.3064 Median_g 20.3255 Std 0.233312 MedianAbsDev 0.201 Meanvariance 0.0114896 Eta_e 1696.96 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.727218 Period_fit 0.00154378 WMCC_Period 0.726126 WMCC_conf 0.999997 Name: Blind14A_01_S7_0897_1381, dtype: object No lightcurve for other filter 0.726126405405 WMCC/LS = 0.998498498498 OLD WMCC period M=3 0.726126405405 NEW WMCC period M=1 0.726126405405
Blind14A_01_S7_1334_0297 Var_Type RRLYR FLUX_RADIUS 2.9675 ELLIPTICITY 0.0662899 FWHM 5.715 FLAGS 0 Mean 20.1105 Median_g 20.1316 Std 0.1861 MedianAbsDev 0.1639 Meanvariance 0.00925386 Eta_e 1782.84 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.460572 Period_fit 0.000951984 WMCC_Period 0.459915 WMCC_conf 1 Name: Blind14A_01_S7_1334_0297, dtype: object No lightcurve for other filter 0.459914584879 WMCC/LS = 0.998573466478 OLD WMCC period M=3 0.459914584879 NEW WMCC period M=1 0.459914584879
Blind14A_01_S7_1400_0360 Var_Type RRLYR FLUX_RADIUS 2.8705 ELLIPTICITY 0.0689005 FWHM 5.8 FLAGS 0 Mean 20.6138 Median_g 20.7505 Std 0.320758 MedianAbsDev 0.1474 Meanvariance 0.0155604 Eta_e 654.721 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.600746 Period_fit 0.0204509 WMCC_Period 0.600373 WMCC_conf 0.994769 Name: Blind14A_01_S7_1400_0360, dtype: object No lightcurve for other filter 0.600372670391 WMCC/LS = 0.999379267535 OLD WMCC period M=3 0.600372670391 NEW WMCC period M=1 0.600372670391
Blind14A_01_S7_1602_3162 Var_Type RRLYR FLUX_RADIUS 3.044 ELLIPTICITY 0.0913174 FWHM 5.865 FLAGS 0 Mean 20.5433 Median_g 20.6005 Std 0.19653 MedianAbsDev 0.1087 Meanvariance 0.0095666 Eta_e 2496.25 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.636316 Period_fit 0.00272954 WMCC_Period 0.63092 WMCC_conf 0.999276 Name: Blind14A_01_S7_1602_3162, dtype: object No lightcurve for other filter 0.630920007828 WMCC/LS = 0.991519895631 OLD WMCC period M=3 0.630920007828 NEW WMCC period M=1 0.630920007828
Blind14A_01_S7_1787_1290 Var_Type RRLYR FLUX_RADIUS 2.924 ELLIPTICITY 0.0762123 FWHM 5.755 FLAGS 0 Mean 20.5492 Median_g 20.6276 Std 0.247281 MedianAbsDev 0.15955 Meanvariance 0.0120336 Eta_e 629.457 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.653514 Period_fit 0.00193423 WMCC_Period 0.39901 WMCC_conf 0.999929 Name: Blind14A_01_S7_1787_1290, dtype: object No lightcurve for other filter 0.399010054455 WMCC/LS = 0.610561056105 OLD WMCC period M=3 0.399010054455 NEW WMCC period M=1 0.399010054455
Blind14A_03_S6_1678_2723 Var_Type RRLYR FLUX_RADIUS 2.992 ELLIPTICITY 0.0494297 FWHM 5.66 FLAGS 0 Mean 16.4795 Median_g 16.6245 Std 0.409539 MedianAbsDev 0.3053 Meanvariance 0.0248514 Eta_e 60.6366 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.608529 Period_fit 0.583304 WMCC_Period 0.609679 WMCC_conf 0.999723 Name: Blind14A_03_S6_1678_2723, dtype: object No lightcurve for other filter 0.609679122873 WMCC/LS = 1.00189035917 OLD WMCC period M=3 0.609679122873 NEW WMCC period M=1 0.609679122873
Blind14A_04_S28_0241_2904 Var_Type RRLYR FLUX_RADIUS 3.062 ELLIPTICITY 0.0680336 FWHM 5.66 FLAGS 0 Mean 16.0985 Median_g 16.1525 Std 0.286123 MedianAbsDev 0.22 Meanvariance 0.0177733 Eta_e 82.6647 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.607957 Period_fit 0.525904 WMCC_Period 0.607957 WMCC_conf 0.999991 Name: Blind14A_04_S28_0241_2904, dtype: object No lightcurve for other filter 0.607957343396 WMCC/LS = 1.0 OLD WMCC period M=3 0.607957343396 NEW WMCC period M=1 0.607957343396
Blind14A_04_S9_0141_2507 Var_Type RRLYR FLUX_RADIUS 2.822 ELLIPTICITY 0.052556 FWHM 5.24 FLAGS 0 Mean 18.1223 Median_g 18.1479 Std 0.123185 MedianAbsDev 0.09285 Meanvariance 0.00679747 Eta_e 64.537 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.644435 Period_fit 0.585205 WMCC_Period 0.645726 WMCC_conf 0.999753 Name: Blind14A_04_S9_0141_2507, dtype: object No lightcurve for other filter 0.645726236473 WMCC/LS = 1.00200400802 OLD WMCC period M=3 0.645726236473 NEW WMCC period M=1 0.645726236473
Blind14A_05_N22_0800_3356 Var_Type RRLYR FLUX_RADIUS 2.856 ELLIPTICITY 0.0574929 FWHM 5.2 FLAGS 0 Mean 20.6404 Median_g 20.6984 Std 0.217347 MedianAbsDev 0.1595 Meanvariance 0.0105302 Eta_e 60.522 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.624126 Period_fit 0.307319 WMCC_Period 0.620125 WMCC_conf 0.999778 Name: Blind14A_05_N22_0800_3356, dtype: object No lightcurve for other filter 0.620124946154 WMCC/LS = 0.99358974359 OLD WMCC period M=3 0.620124946154 NEW WMCC period M=1 0.620124946154
Blind14A_05_N22_1521_2593 Var_Type RRLYR FLUX_RADIUS 2.849 ELLIPTICITY 0.0503324 FWHM 5.08 FLAGS 0 Mean 19.6221 Median_g 19.7527 Std 0.252069 MedianAbsDev 0.0899 Meanvariance 0.0128462 Eta_e 47.1556 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.488583 Period_fit 0.321251 WMCC_Period 0.974214 WMCC_conf 1 Name: Blind14A_05_N22_1521_2593, dtype: object No lightcurve for other filter 0.974214416918 WMCC/LS = 1.99395770393 OLD WMCC period M=3 0.974214416918 NEW WMCC period M=1 0.974214416918
Blind14A_05_S13_0852_2240 Var_Type RRLYR FLUX_RADIUS 3.002 ELLIPTICITY 0.0627929 FWHM 5.57 FLAGS 0 Mean 20.6411 Median_g 20.7596 Std 0.344054 MedianAbsDev 0.255 Meanvariance 0.0166684 Eta_e 96.5534 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.54348 Period_fit 0.768856 WMCC_Period 0.534768 WMCC_conf 0.999042 Name: Blind14A_05_S13_0852_2240, dtype: object No lightcurve for other filter 0.534767781095 WMCC/LS = 0.983969043671 OLD WMCC period M=3 0.534767781095 NEW WMCC period M=1 0.534767781095
Blind14A_06_N17_1074_1426 Var_Type RRLYR FLUX_RADIUS 2.8795 ELLIPTICITY 0.0426039 FWHM 5.315 FLAGS 0 Mean 16.1852 Median_g 16.1564 Std 0.360174 MedianAbsDev 0.10055 Meanvariance 0.0222534 Eta_e 15.3186 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 96.7368 Period_fit 0.868337 WMCC_Period 0.0206464 WMCC_conf 0.253334 Name: Blind14A_06_N17_1074_1426, dtype: object No lightcurve for other filter 0.0206464350109 WMCC/LS = 0.000213428949503 OLD WMCC period M=3 0.0206464350109 NEW WMCC period M=1 0.0206464350109
Blind14A_06_N18_1452_3877 Var_Type RRLYR FLUX_RADIUS 2.747 ELLIPTICITY 0.070632 FWHM 5.03 FLAGS 3 Mean 18.2922 Median_g 18.365 Std 0.293526 MedianAbsDev 0.1841 Meanvariance 0.0160465 Eta_e 52.5452 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.579262 Period_fit 0.573418 WMCC_Period 0.581002 WMCC_conf 0.996872 Name: Blind14A_06_N18_1452_3877, dtype: object No lightcurve for other filter 0.581001841441 WMCC/LS = 1.003003003 OLD WMCC period M=3 0.581001841441 NEW WMCC period M=1 0.581001841441
Blind14A_06_N23_1373_1459 Var_Type RRLYR FLUX_RADIUS 2.642 ELLIPTICITY 0.0723562 FWHM 4.69 FLAGS 0 Mean 20.4828 Median_g 20.5672 Std 0.360823 MedianAbsDev 0.2358 Meanvariance 0.0176159 Eta_e 59.1155 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.662581 Period_fit 0.443558 WMCC_Period 1.97826 WMCC_conf 0.997512 Name: Blind14A_06_N23_1373_1459, dtype: object No lightcurve for other filter 1.97825780368 WMCC/LS = 2.98568507157 OLD WMCC period M=3 1.97825780368 NEW WMCC period M=1 1.97825780368
Blind14A_06_N28_1165_1620 Var_Type RRLYR FLUX_RADIUS 2.738 ELLIPTICITY 0.0610329 FWHM 4.82 FLAGS 0 Mean 20.3601 Median_g 20.3753 Std 0.213846 MedianAbsDev 0.1956 Meanvariance 0.0105032 Eta_e 107.018 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.385406 Period_fit 0.211114 WMCC_Period 0.386175 WMCC_conf 0.999981 Name: Blind14A_06_N28_1165_1620, dtype: object No lightcurve for other filter 0.386174876647 WMCC/LS = 1.00199600798 OLD WMCC period M=3 0.386174876647 NEW WMCC period M=1 0.386174876647
Blind14A_06_N28_1437_2543 Var_Type RRLYR FLUX_RADIUS 2.696 ELLIPTICITY 0.0774908 FWHM 4.87 FLAGS 0 Mean 20.5605 Median_g 20.7057 Std 0.266498 MedianAbsDev 0.1322 Meanvariance 0.0129616 Eta_e 65.4687 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.632267 Period_fit 0.758734 WMCC_Period 0.633509 WMCC_conf 0.990262 Name: Blind14A_06_N28_1437_2543, dtype: object No lightcurve for other filter 0.633508884086 WMCC/LS = 1.00196463654 OLD WMCC period M=3 0.633508884086 NEW WMCC period M=1 0.633508884086
Blind14A_06_N28_1884_0639 Var_Type RRLYR FLUX_RADIUS 2.733 ELLIPTICITY 0.0592662 FWHM 4.86 FLAGS 0 Mean 20.4932 Median_g 20.4278 Std 0.234022 MedianAbsDev 0.2288 Meanvariance 0.0114195 Eta_e 111.745 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.360958 Period_fit 0.207605 WMCC_Period 0.361093 WMCC_conf 1 Name: Blind14A_06_N28_1884_0639, dtype: object No lightcurve for other filter 0.361092969765 WMCC/LS = 1.00037327361 OLD WMCC period M=3 0.361092969765 NEW WMCC period M=1 0.361092969765
Blind14A_07_N1_1834_0809 Var_Type RRLYR FLUX_RADIUS 2.824 ELLIPTICITY 0.0723562 FWHM 5.65 FLAGS 3 Mean 20.4418 Median_g 20.5168 Std 0.26593 MedianAbsDev 0.1788 Meanvariance 0.0130091 Eta_e 67.639 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.622947 Period_fit 0.426612 WMCC_Period 0.622545 WMCC_conf 0.999488 Name: Blind14A_07_N1_1834_0809, dtype: object No lightcurve for other filter 0.622544940039 WMCC/LS = 0.999355254676 OLD WMCC period M=3 0.622544940039 NEW WMCC period M=1 0.622544940039
Blind14A_07_N8_1153_2178 Var_Type RRLYR FLUX_RADIUS 2.764 ELLIPTICITY 0.0610329 FWHM 5.3 FLAGS 1 Mean 20.2259 Median_g 20.3145 Std 0.160759 MedianAbsDev 0.1149 Meanvariance 0.00794815 Eta_e 186.698 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.303637 Period_fit 0.24403 WMCC_Period 0.304788 WMCC_conf 0.999999 Name: Blind14A_07_N8_1153_2178, dtype: object No lightcurve for other filter 0.304787626894 WMCC/LS = 1.00378787879 OLD WMCC period M=3 0.304787626894 NEW WMCC period M=1 0.304787626894
Blind14A_07_S14_0490_1555 Var_Type RRLYR FLUX_RADIUS 2.707 ELLIPTICITY 0.0740741 FWHM 4.82 FLAGS 3 Mean 20.4676 Median_g 20.4948 Std 0.286106 MedianAbsDev 0.1936 Meanvariance 0.0139784 Eta_e 65.3292 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.542453 Period_fit 0.71841 WMCC_Period 0.541845 WMCC_conf 0.999927 Name: Blind14A_07_S14_0490_1555, dtype: object No lightcurve for other filter 0.541844670034 WMCC/LS = 0.998877665544 OLD WMCC period M=3 0.541844670034 NEW WMCC period M=1 0.541844670034
Blind14A_07_S14_0950_1453 Var_Type RRLYR FLUX_RADIUS 2.761 ELLIPTICITY 0.0680336 FWHM 4.95 FLAGS 3 Mean 20.7042 Median_g 20.8638 Std 0.357766 MedianAbsDev 0.1061 Meanvariance 0.0172799 Eta_e 56.9695 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.490136 Period_fit 0.996421 WMCC_Period 0.978285 WMCC_conf 0.978417 Name: Blind14A_07_S14_0950_1453, dtype: object No lightcurve for other filter 0.978284905775 WMCC/LS = 1.9959473151 OLD WMCC period M=3 0.978284905775 NEW WMCC period M=1 0.978284905775
Blind14A_07_S14_0957_2906 Var_Type RRLYR FLUX_RADIUS 2.658 ELLIPTICITY 0.0627929 FWHM 5.49 FLAGS 3 Mean 20.5393 Median_g 20.6435 Std 0.231157 MedianAbsDev 0.1271 Meanvariance 0.0112544 Eta_e 91.8371 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.615011 Period_fit 0.783303 WMCC_Period 0.617765 WMCC_conf 0.982357 Name: Blind14A_07_S14_0957_2906, dtype: object No lightcurve for other filter 0.617765324376 WMCC/LS = 1.00447856686 OLD WMCC period M=3 0.617765324376 NEW WMCC period M=1 0.617765324376
Blind14A_07_S14_1047_3035 Var_Type RRLYR FLUX_RADIUS 2.801 ELLIPTICITY 0.0480463 FWHM 5.015 FLAGS 3 Mean 18.5736 Median_g 18.7433 Std 0.276772 MedianAbsDev 0.09205 Meanvariance 0.0149014 Eta_e 2.99262 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.0947563 Period_fit 0.252223 WMCC_Period 0.0946913 WMCC_conf 1 Name: Blind14A_07_S14_1047_3035, dtype: object No lightcurve for other filter 0.0946913015593 WMCC/LS = 0.999313523585 OLD WMCC period M=3 0.0946913015593 NEW WMCC period M=1 0.0946913015593
Blind14A_07_S14_1229_2894 Var_Type RRLYR FLUX_RADIUS 2.648 ELLIPTICITY 0.0592662 FWHM 5.35 FLAGS 3 Mean 20.5485 Median_g 20.6581 Std 0.295628 MedianAbsDev 0.149 Meanvariance 0.0143868 Eta_e 85.8131 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.539423 Period_fit 0.414075 WMCC_Period 0.543675 WMCC_conf 0.979066 Name: Blind14A_07_S14_1229_2894, dtype: object No lightcurve for other filter 0.543675226351 WMCC/LS = 1.00788288288 OLD WMCC period M=3 0.543675226351 NEW WMCC period M=1 0.543675226351
Blind14A_07_S14_1480_0556 Var_Type RRLYR FLUX_RADIUS 2.724 ELLIPTICITY 0.0627929 FWHM 5.3 FLAGS 3 Mean 20.5344 Median_g 20.5969 Std 0.238577 MedianAbsDev 0.1575 Meanvariance 0.0116184 Eta_e 93.8813 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.622947 Period_fit 0.739433 WMCC_Period 0.622545 WMCC_conf 0.958208 Name: Blind14A_07_S14_1480_0556, dtype: object No lightcurve for other filter 0.622544940039 WMCC/LS = 0.999355254676 OLD WMCC period M=3 0.622544940039 NEW WMCC period M=1 0.622544940039
Blind14A_07_S14_1500_0224 Var_Type RRLYR FLUX_RADIUS 2.79 ELLIPTICITY 0.0645463 FWHM 5.56 FLAGS 3 Mean 20.4322 Median_g 20.4357 Std 0.251724 MedianAbsDev 0.2255 Meanvariance 0.01232 Eta_e 93.163 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.347326 Period_fit 0.165354 WMCC_Period 0.346454 WMCC_conf 1 Name: Blind14A_07_S14_1500_0224, dtype: object No lightcurve for other filter 0.346453965554 WMCC/LS = 0.997488338713 OLD WMCC period M=3 0.346453965554 NEW WMCC period M=1 0.346453965554
Blind14A_07_S14_1589_3012 Var_Type RRLYR FLUX_RADIUS 2.663 ELLIPTICITY 0.0448902 FWHM 5.14 FLAGS 3 Mean 20.4363 Median_g 20.6443 Std 0.363663 MedianAbsDev 0.17965 Meanvariance 0.017795 Eta_e 74.8845 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.548618 Period_fit 0.762679 WMCC_Period 0.550181 WMCC_conf 0.996398 Name: Blind14A_07_S14_1589_3012, dtype: object No lightcurve for other filter 0.55018074188 WMCC/LS = 1.00284900285 OLD WMCC period M=3 0.55018074188 NEW WMCC period M=1 0.55018074188
Blind14A_07_S15_0214_3488 Var_Type RRLYR FLUX_RADIUS 2.648 ELLIPTICITY 0.0430622 FWHM 4.88 FLAGS 3 Mean 20.3772 Median_g 20.4928 Std 0.254222 MedianAbsDev 0.1271 Meanvariance 0.0124758 Eta_e 65.2615 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.689691 Period_fit 0.775242 WMCC_Period 0.689199 WMCC_conf 0.965 Name: Blind14A_07_S15_0214_3488, dtype: object No lightcurve for other filter 0.689198573876 WMCC/LS = 0.999286224127 OLD WMCC period M=3 0.689198573876 NEW WMCC period M=1 0.689198573876
Blind14A_07_S15_0412_0595 Var_Type RRLYR FLUX_RADIUS 2.645 ELLIPTICITY 0.0548204 FWHM 5.18 FLAGS 3 Mean 20.3644 Median_g 20.3774 Std 0.158404 MedianAbsDev 0.11485 Meanvariance 0.00777849 Eta_e 32.2154 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.772454 Period_fit 0.503972 WMCC_Period 0.775556 WMCC_conf 0.99911 Name: Blind14A_07_S15_0412_0595, dtype: object No lightcurve for other filter 0.775555985542 WMCC/LS = 1.00401606426 OLD WMCC period M=3 0.775555985542 NEW WMCC period M=1 0.775555985542
Blind14A_07_S16_0288_2744 Var_Type RRLYR FLUX_RADIUS 2.8705 ELLIPTICITY 0.0471167 FWHM 5.105 FLAGS 3 Mean 16.0943 Median_g 16.1838 Std 0.466352 MedianAbsDev 0.18285 Meanvariance 0.0289761 Eta_e 39.3657 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.561376 Period_fit 0.999951 WMCC_Period 0.0849448 WMCC_conf 0.67007 Name: Blind14A_07_S16_0288_2744, dtype: object No lightcurve for other filter 0.084944770124 WMCC/LS = 0.151315210697 OLD WMCC period M=3 0.084944770124 NEW WMCC period M=1 0.084944770124
Blind14A_07_S16_0312_1257 Var_Type RRLYR FLUX_RADIUS 2.588 ELLIPTICITY 0.0521327 FWHM 5.02 FLAGS 3 Mean 20.4202 Median_g 20.4777 Std 0.311691 MedianAbsDev 0.2482 Meanvariance 0.0152639 Eta_e 69.237 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.661347 Period_fit 0.663489 WMCC_Period 1.98676 WMCC_conf 0.999683 Name: Blind14A_07_S16_0312_1257, dtype: object No lightcurve for other filter 1.98676379012 WMCC/LS = 3.00411522633 OLD WMCC period M=3 1.98676379012 NEW WMCC period M=1 1.98676379012
Blind14A_07_S1_0941_2174 Var_Type RRLYR FLUX_RADIUS 2.741 ELLIPTICITY 0.0933817 FWHM 5.57 FLAGS 0 Mean 20.4031 Median_g 20.5391 Std 0.353877 MedianAbsDev 0.1943 Meanvariance 0.0173443 Eta_e 92.8523 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.607275 Period_fit 0.675229 WMCC_Period 0.607275 WMCC_conf 0.982455 Name: Blind14A_07_S1_0941_2174, dtype: object No lightcurve for other filter 0.607274969811 WMCC/LS = 1.0 OLD WMCC period M=3 0.607274969811 NEW WMCC period M=1 0.607274969811
Blind14A_07_S1_0953_1007 Var_Type RRLYR FLUX_RADIUS 2.751 ELLIPTICITY 0.070632 FWHM 5.58 FLAGS 3 Mean 20.5483 Median_g 20.6394 Std 0.265822 MedianAbsDev 0.147 Meanvariance 0.0129364 Eta_e 87.7385 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.607275 Period_fit 0.782102 WMCC_Period 0.606131 WMCC_conf 0.985614 Name: Blind14A_07_S1_0953_1007, dtype: object No lightcurve for other filter 0.6061313258 WMCC/LS = 0.998116760829 OLD WMCC period M=3 0.6061313258 NEW WMCC period M=1 0.6061313258
Blind14A_07_S1_1917_0611 Var_Type RRLYR FLUX_RADIUS 2.9775 ELLIPTICITY 0.144545 FWHM 5.885 FLAGS 3 Mean 20.2664 Median_g 20.3413 Std 0.24238 MedianAbsDev 0.16545 Meanvariance 0.0119597 Eta_e 59.9794 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.665908 Period_fit 0.506181 WMCC_Period 0.66362 WMCC_conf 0.998524 Name: Blind14A_07_S1_1917_0611, dtype: object No lightcurve for other filter 0.663620070103 WMCC/LS = 0.996563573884 OLD WMCC period M=3 0.663620070103 NEW WMCC period M=1 0.663620070103
Blind14A_07_S20_0139_0561 Var_Type RRLYR FLUX_RADIUS 3.03 ELLIPTICITY 0.137187 FWHM 5.83 FLAGS 3 Mean 20.48 Median_g 20.5063 Std 0.195634 MedianAbsDev 0.198 Meanvariance 0.0095524 Eta_e 134.658 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.344845 Period_fit 0.187918 WMCC_Period 0.344599 WMCC_conf 1 Name: Blind14A_07_S20_0139_0561, dtype: object No lightcurve for other filter 0.344599286938 WMCC/LS = 0.999286224125 OLD WMCC period M=3 0.344599286938 NEW WMCC period M=1 0.344599286938
Blind14A_07_S20_0151_1952 Var_Type RRLYR FLUX_RADIUS 2.716 ELLIPTICITY 0.0689013 FWHM 5.25 FLAGS 3 Mean 20.6043 Median_g 20.6201 Std 0.195525 MedianAbsDev 0.2034 Meanvariance 0.00948955 Eta_e 101.445 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.368537 Period_fit 0.127709 WMCC_Period 0.368256 WMCC_conf 1 Name: Blind14A_07_S20_0151_1952, dtype: object No lightcurve for other filter 0.368255988558 WMCC/LS = 0.999237223493 OLD WMCC period M=3 0.368255988558 NEW WMCC period M=1 0.368255988558
Blind14A_07_S20_0242_1879 Var_Type RRLYR FLUX_RADIUS 2.721 ELLIPTICITY 0.0619137 FWHM 5.23 FLAGS 1 Mean 20.6652 Median_g 20.7533 Std 0.265713 MedianAbsDev 0.17935 Meanvariance 0.012858 Eta_e 93.5822 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.607275 Period_fit 0.918211 WMCC_Period 0.606131 WMCC_conf 0.987302 Name: Blind14A_07_S20_0242_1879, dtype: object No lightcurve for other filter 0.6061313258 WMCC/LS = 0.998116760829 OLD WMCC period M=3 0.6061313258 NEW WMCC period M=1 0.6061313258
Blind14A_07_S20_1658_3481 Var_Type RRLYR FLUX_RADIUS 2.585 ELLIPTICITY 0.0539262 FWHM 4.89 FLAGS 3 Mean 20.6892 Median_g 20.799 Std 0.26128 MedianAbsDev 0.1306 Meanvariance 0.0126288 Eta_e 62.6963 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.607275 Period_fit 0.682824 WMCC_Period 0.599359 WMCC_conf 0.992389 Name: Blind14A_07_S20_1658_3481, dtype: object No lightcurve for other filter 0.599358908752 WMCC/LS = 0.98696461825 OLD WMCC period M=3 0.599358908752 NEW WMCC period M=1 0.599358908752
Blind14A_07_S21_0471_2130 Var_Type RRLYR FLUX_RADIUS 2.745 ELLIPTICITY 0.118943 FWHM 5.29 FLAGS 3 Mean 20.5734 Median_g 20.5754 Std 0.17322 MedianAbsDev 0.1598 Meanvariance 0.00841963 Eta_e 61.6363 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.615011 Period_fit 0.308619 WMCC_Period 0.611893 WMCC_conf 0.999889 Name: Blind14A_07_S21_0471_2130, dtype: object No lightcurve for other filter 0.611893030418 WMCC/LS = 0.994930291508 OLD WMCC period M=3 0.611893030418 NEW WMCC period M=1 0.611893030418
Blind14A_07_S24_0258_1429 Var_Type RRLYR FLUX_RADIUS 2.804 ELLIPTICITY 0.047619 FWHM 4.99 FLAGS 3 Mean 17.1493 Median_g 17.1951 Std 0.171903 MedianAbsDev 0.1279 Meanvariance 0.0100239 Eta_e 55.9785 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.63109 Period_fit 0.39972 WMCC_Period 0.634824 WMCC_conf 0.996667 Name: Blind14A_07_S24_0258_1429, dtype: object No lightcurve for other filter 0.634823932939 WMCC/LS = 1.00591715976 OLD WMCC period M=3 0.634823932939 NEW WMCC period M=1 0.634823932939
Blind14A_07_S25_0352_1187 Var_Type RRLYR FLUX_RADIUS 2.752 ELLIPTICITY 0.0842491 FWHM 5.07 FLAGS 3 Mean 20.2437 Median_g 20.3543 Std 0.196323 MedianAbsDev 0.11035 Meanvariance 0.00969798 Eta_e 53.5264 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.72599 Period_fit 0.670774 WMCC_Period 0.0421387 WMCC_conf 0.741374 Name: Blind14A_07_S25_0352_1187, dtype: object No lightcurve for other filter 0.0421387449594 WMCC/LS = 0.0580431177446 OLD WMCC period M=3 0.0421387449594 NEW WMCC period M=1 0.0421387449594
Blind14A_07_S25_1039_2214 Var_Type RRLYR FLUX_RADIUS 2.729 ELLIPTICITY 0.0610329 FWHM 4.97 FLAGS 3 Mean 20.009 Median_g 19.9828 Std 0.234842 MedianAbsDev 0.18835 Meanvariance 0.0117368 Eta_e 103.593 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.412636 Period_fit 0.304577 WMCC_Period 0.0173395 WMCC_conf 0.867815 Name: Blind14A_07_S25_1039_2214, dtype: object No lightcurve for other filter 0.0173394964982 WMCC/LS = 0.042021333908 OLD WMCC period M=3 0.0173394964982 NEW WMCC period M=1 0.0173394964982
Blind14A_07_S26_0498_1933 Var_Type RRLYR FLUX_RADIUS 2.693 ELLIPTICITY 0.0723562 FWHM 5.49 FLAGS 3 Mean 20.3703 Median_g 20.3658 Std 0.177349 MedianAbsDev 0.12865 Meanvariance 0.00870627 Eta_e 98.9461 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.405701 Period_fit 0.604775 WMCC_Period 0.406384 WMCC_conf 0.990857 Name: Blind14A_07_S26_0498_1933, dtype: object No lightcurve for other filter 0.406383502525 WMCC/LS = 1.00168350168 OLD WMCC period M=3 0.406383502525 NEW WMCC period M=1 0.406383502525
Blind14A_07_S2_0635_0290 Var_Type RRLYR FLUX_RADIUS 2.716 ELLIPTICITY 0.0539262 FWHM 4.96 FLAGS 1 Mean 20.5589 Median_g 20.6032 Std 0.308981 MedianAbsDev 0.2739 Meanvariance 0.0150291 Eta_e 59.5378 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.592373 Period_fit 0.734352 WMCC_Period 0.592736 WMCC_conf 0.999628 Name: Blind14A_07_S2_0635_0290, dtype: object No lightcurve for other filter 0.592736158379 WMCC/LS = 1.00061387354 OLD WMCC period M=3 0.592736158379 NEW WMCC period M=1 0.592736158379
Blind14A_07_S4_1163_3893 Var_Type RRLYR FLUX_RADIUS 2.675 ELLIPTICITY 0.0430622 FWHM 4.8 FLAGS 3 Mean 16.6434 Median_g 16.7471 Std 0.186532 MedianAbsDev 0.1519 Meanvariance 0.0112076 Eta_e 134.474 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.330674 Period_fit 0.146064 WMCC_Period 0.330447 WMCC_conf 1 Name: Blind14A_07_S4_1163_3893, dtype: object No lightcurve for other filter 0.330447365503 WMCC/LS = 0.999315537303 OLD WMCC period M=3 0.330447365503 NEW WMCC period M=1 0.330447365503
Blind14A_07_S6_1517_2631 Var_Type RRLYR FLUX_RADIUS 2.722 ELLIPTICITY 0.0448902 FWHM 5.15 FLAGS 3 Mean 19.6327 Median_g 19.7588 Std 0.30741 MedianAbsDev 0.1892 Meanvariance 0.0156581 Eta_e 94.4606 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.429141 Period_fit 0.305597 WMCC_Period 0.430288 WMCC_conf 0.999909 Name: Blind14A_07_S6_1517_2631, dtype: object No lightcurve for other filter 0.430288414438 WMCC/LS = 1.00267379679 OLD WMCC period M=3 0.430288414438 NEW WMCC period M=1 0.430288414438
Blind14A_07_S8_0161_2158 Var_Type RRLYR FLUX_RADIUS 2.65 ELLIPTICITY 0.0610329 FWHM 4.91 FLAGS 1 Mean 20.577 Median_g 20.6999 Std 0.292728 MedianAbsDev 0.1639 Meanvariance 0.014226 Eta_e 84.1632 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.615011 Period_fit 0.923079 WMCC_Period 0.614228 WMCC_conf 0.944642 Name: Blind14A_07_S8_0161_2158, dtype: object No lightcurve for other filter 0.6142285 WMCC/LS = 0.998727735369 OLD WMCC period M=3 0.6142285 NEW WMCC period M=1 0.6142285
Blind14A_07_S8_0526_0478 Var_Type RRLYR FLUX_RADIUS 2.701 ELLIPTICITY 0.0662932 FWHM 5.38 FLAGS 1 Mean 20.5261 Median_g 20.5799 Std 0.303473 MedianAbsDev 0.284 Meanvariance 0.0147847 Eta_e 71.6886 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.58876 Period_fit 0.499639 WMCC_Period 0.588402 WMCC_conf 0.999747 Name: Blind14A_07_S8_0526_0478, dtype: object No lightcurve for other filter 0.588401707495 WMCC/LS = 0.999390615478 OLD WMCC period M=3 0.588401707495 NEW WMCC period M=1 0.588401707495
Blind14A_07_S8_0763_0093 Var_Type RRLYR FLUX_RADIUS 2.676 ELLIPTICITY 0.0740741 FWHM 5.14 FLAGS 1 Mean 20.6521 Median_g 20.715 Std 0.215706 MedianAbsDev 0.14645 Meanvariance 0.0104448 Eta_e 69.3818 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.626992 Period_fit 0.484472 WMCC_Period 0.628624 WMCC_conf 0.999246 Name: Blind14A_07_S8_0763_0093, dtype: object No lightcurve for other filter 0.628624480469 WMCC/LS = 1.00260416667 OLD WMCC period M=3 0.628624480469 NEW WMCC period M=1 0.628624480469
Blind14A_07_S8_0972_0794 Var_Type RRLYR FLUX_RADIUS 2.758 ELLIPTICITY 0.0697674 FWHM 4.91 FLAGS 3 Mean 20.4952 Median_g 20.4393 Std 0.208059 MedianAbsDev 0.1952 Meanvariance 0.0101516 Eta_e 68.2515 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.395724 Period_fit 0.342159 WMCC_Period 0.396374 WMCC_conf 0.999995 Name: Blind14A_07_S8_0972_0794, dtype: object No lightcurve for other filter 0.39637405665 WMCC/LS = 1.00164203612 OLD WMCC period M=3 0.39637405665 NEW WMCC period M=1 0.39637405665
Blind14A_07_S8_1713_2278 Var_Type RRLYR FLUX_RADIUS 2.631 ELLIPTICITY 0.0521327 FWHM 4.95 FLAGS 3 Mean 20.5172 Median_g 20.617 Std 0.228924 MedianAbsDev 0.07235 Meanvariance 0.0111577 Eta_e 54.3919 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.615011 Period_fit 0.61501 WMCC_Period 0.616582 WMCC_conf 0.983842 Name: Blind14A_07_S8_1713_2278, dtype: object No lightcurve for other filter 0.6165818659 WMCC/LS = 1.00255427842 OLD WMCC period M=3 0.6165818659 NEW WMCC period M=1 0.6165818659
Blind14A_08_N1_0127_3908 Var_Type RRLYR FLUX_RADIUS 2.686 ELLIPTICITY 0.0467112 FWHM 4.87 FLAGS 0 Mean 17.869 Median_g 17.9108 Std 0.233222 MedianAbsDev 0.2355 Meanvariance 0.0130518 Eta_e 129.869 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.375707 Period_fit 0.161295 WMCC_Period 0.375561 WMCC_conf 1 Name: Blind14A_08_N1_0127_3908, dtype: object No lightcurve for other filter 0.375561306884 WMCC/LS = 0.999611046283 OLD WMCC period M=3 0.375561306884 NEW WMCC period M=1 0.375561306884
Blind14A_08_N1_0907_2304 Var_Type RRLYR FLUX_RADIUS 2.715 ELLIPTICITY 0.0574929 FWHM 4.99 FLAGS 0 Mean 18.0086 Median_g 18.0682 Std 0.152307 MedianAbsDev 0.1111 Meanvariance 0.00845745 Eta_e 66.0185 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.622947 Period_fit 0.570168 WMCC_Period 0.610733 WMCC_conf 0.978654 Name: Blind14A_08_N1_0907_2304, dtype: object No lightcurve for other filter 0.610732523719 WMCC/LS = 0.980392156862 OLD WMCC period M=3 0.610732523719 NEW WMCC period M=1 0.610732523719
Blind14A_08_N7_1130_3168 Var_Type RRLYR FLUX_RADIUS 2.866 ELLIPTICITY 0.0859232 FWHM 5.13 FLAGS 0 Mean 17.5011 Median_g 17.4844 Std 0.183293 MedianAbsDev 0.2051 Meanvariance 0.0104733 Eta_e 53.0589 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.742745 Period_fit 0.591589 WMCC_Period 0.741604 WMCC_conf 0.99869 Name: Blind14A_08_N7_1130_3168, dtype: object No lightcurve for other filter 0.741603778802 WMCC/LS = 0.99846390169 OLD WMCC period M=3 0.741603778802 NEW WMCC period M=1 0.741603778802
Blind14A_08_S11_0891_3232 Var_Type RRLYR FLUX_RADIUS 2.639 ELLIPTICITY 0.0430622 FWHM 4.76 FLAGS 0 Mean 18.8051 Median_g 18.925 Std 0.304288 MedianAbsDev 0.1728 Meanvariance 0.0161811 Eta_e 68.381 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.585193 Period_fit 0.894731 WMCC_Period 0.587329 WMCC_conf 0.9909 Name: Blind14A_08_S11_0891_3232, dtype: object No lightcurve for other filter 0.587328540146 WMCC/LS = 1.00364963504 OLD WMCC period M=3 0.587328540146 NEW WMCC period M=1 0.587328540146
Blind14A_08_S18_1820_0793 Var_Type RRLYR FLUX_RADIUS 2.606 ELLIPTICITY 0.0430622 FWHM 4.59 FLAGS 3 Mean 17.5322 Median_g 17.5433 Std 0.0867643 MedianAbsDev 0.0743 Meanvariance 0.00494885 Eta_e 80.7665 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.416193 Period_fit 0.14351 WMCC_Period 0.416373 WMCC_conf 0.999998 Name: Blind14A_08_S18_1820_0793, dtype: object No lightcurve for other filter 0.416372626132 WMCC/LS = 1.00043122035 OLD WMCC period M=3 0.416372626132 NEW WMCC period M=1 0.416372626132
Blind14A_08_S21_0202_1428 Var_Type RRLYR FLUX_RADIUS 2.657 ELLIPTICITY 0.0619137 FWHM 4.83 FLAGS 0 Mean 19.9375 Median_g 20.1342 Std 0.421167 MedianAbsDev 0.142 Meanvariance 0.0211244 Eta_e 60.3941 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.635242 Period_fit 0.832084 WMCC_Period 0.637339 WMCC_conf 0.962444 Name: Blind14A_08_S21_0202_1428, dtype: object No lightcurve for other filter 0.637338693069 WMCC/LS = 1.00330033003 OLD WMCC period M=3 0.637338693069 NEW WMCC period M=1 0.637338693069
Blind14A_09_N2_1911_3777 Var_Type RRLYR FLUX_RADIUS 2.639 ELLIPTICITY 0.052091 FWHM 4.53 FLAGS 0 Mean 19.3667 Median_g 19.472 Std 0.25922 MedianAbsDev 0.14635 Meanvariance 0.0133849 Eta_e 70.3254 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.68588 Period_fit 0.947901 WMCC_Period 0.0869139 WMCC_conf 0.974879 Name: Blind14A_09_N2_1911_3777, dtype: object No lightcurve for other filter 0.0869139374494 WMCC/LS = 0.126718792127 OLD WMCC period M=3 0.0869139374494 NEW WMCC period M=1 0.0869139374494
Blind14A_10_N11_0685_2044 Var_Type RRLYR FLUX_RADIUS 2.812 ELLIPTICITY 0.0412272 FWHM 5.07 FLAGS 0 Mean 19.1219 Median_g 19.2878 Std 0.301576 MedianAbsDev 0.1362 Meanvariance 0.0157712 Eta_e 3.19681 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.106746 Period_fit 0.954781 WMCC_Period 0.015558 WMCC_conf 0.937281 Name: Blind14A_10_N11_0685_2044, dtype: object No lightcurve for other filter 0.0155580261566 WMCC/LS = 0.145747934154 OLD WMCC period M=3 0.0155580261566 NEW WMCC period M=1 0.0155580261566
Blind14A_10_N13_0217_2465 Var_Type RRLYR FLUX_RADIUS 2.814 ELLIPTICITY 0.0753486 FWHM 5.315 FLAGS 0 Mean 18.3606 Median_g 18.359 Std 0.158818 MedianAbsDev 0.1521 Meanvariance 0.00864997 Eta_e 4.57742 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.660194 Period_fit 0.823254 WMCC_Period 0.656645 WMCC_conf 0.999188 Name: Blind14A_10_N13_0217_2465, dtype: object No lightcurve for other filter 0.656644612904 WMCC/LS = 0.994623655914 OLD WMCC period M=3 0.656644612904 NEW WMCC period M=1 0.656644612904
Blind14A_11_N11_1866_4032 Var_Type RRLYR FLUX_RADIUS 2.6845 ELLIPTICITY 0.051683 FWHM 4.725 FLAGS 3 Mean 17.5625 Median_g 17.7078 Std 0.453285 MedianAbsDev 0.30295 Meanvariance 0.0258098 Eta_e 77.5539 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.462656 Period_fit 0.479025 WMCC_Period 0.455894 WMCC_conf 0.999855 Name: Blind14A_11_N11_1866_4032, dtype: object No lightcurve for other filter 0.455893988685 WMCC/LS = 0.985384252711 OLD WMCC period M=3 0.455893988685 NEW WMCC period M=1 0.455893988685
Blind14A_11_N5_0297_1534 Var_Type RRLYR FLUX_RADIUS 2.632 ELLIPTICITY 0.0338164 FWHM 4.71 FLAGS 3 Mean 17.4254 Median_g 17.4939 Std 0.468387 MedianAbsDev 0.4051 Meanvariance 0.0268796 Eta_e 90.3694 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.467126 Period_fit 0.761085 WMCC_Period 0.46645 WMCC_conf 0.997395 Name: Blind14A_11_N5_0297_1534, dtype: object No lightcurve for other filter 0.466450144718 WMCC/LS = 0.998552821998 OLD WMCC period M=3 0.466450144718 NEW WMCC period M=1 0.466450144718
Blind14A_12_N16_0184_1613 Var_Type RRLYR FLUX_RADIUS 2.793 ELLIPTICITY 0.0619137 FWHM 5.92 FLAGS 2 Mean 22.0152 Median_g 22.0448 Std 0.0850914 MedianAbsDev 0.069 Meanvariance 0.00386512 Eta_e 76.2387 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.75543 Period_fit 0.999953 WMCC_Period 0.0131023 WMCC_conf 0.761612 Name: Blind14A_12_N16_0184_1613, dtype: object No lightcurve for other filter 0.0131023154472 WMCC/LS = 0.0173441734418 OLD WMCC period M=3 0.0131023154472 NEW WMCC period M=1 0.0131023154472
Blind14A_12_S31_0172_1723 Var_Type RRLYR FLUX_RADIUS 2.994 ELLIPTICITY 0.0680327 FWHM 5.495 FLAGS 3 Mean 16.2166 Median_g 16.243 Std 0.19421 MedianAbsDev 0.1881 Meanvariance 0.011976 Eta_e 109.697 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.322317 Period_fit 0.125606 WMCC_Period 0.32264 WMCC_conf 1 Name: Blind14A_12_S31_0172_1723, dtype: object No lightcurve for other filter 0.3226395996 WMCC/LS = 1.001001001 OLD WMCC period M=3 0.3226395996 NEW WMCC period M=1 0.3226395996
Blind14A_14_N13_1236_3555 Var_Type RRLYR FLUX_RADIUS 2.89 ELLIPTICITY 0.0834097 FWHM 5.63 FLAGS 0 Mean 21.0087 Median_g 21.0472 Std 0.20544 MedianAbsDev 0.1679 Meanvariance 0.00977881 Eta_e 55.2852 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.636152 Period_fit 0.420849 WMCC_Period 0.0442621 WMCC_conf 0.931006 Name: Blind14A_14_N13_1236_3555, dtype: object No lightcurve for other filter 0.0442621296347 WMCC/LS = 0.0695779547743 OLD WMCC period M=3 0.0442621296347 NEW WMCC period M=1 0.0442621296347
Blind14A_15_N29_0163_1081 Var_Type RRLYR FLUX_RADIUS 2.9055 ELLIPTICITY 0.0592454 FWHM 5.07 FLAGS 0 Mean 17.1188 Median_g 17.166 Std 0.238135 MedianAbsDev 0.22405 Meanvariance 0.0139108 Eta_e 249.873 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.303119 Period_fit 0.105622 WMCC_Period 0.302929 WMCC_conf 1 Name: Blind14A_15_N29_0163_1081, dtype: object No lightcurve for other filter 0.302928827068 WMCC/LS = 0.999373433586 OLD WMCC period M=3 0.302928827068 NEW WMCC period M=1 0.302928827068
Blind14A_16_N13_0298_1866 Var_Type RRLYR FLUX_RADIUS 2.744 ELLIPTICITY 0.0875912 FWHM 5.33 FLAGS 0 Mean 21.2013 Median_g 21.2727 Std 0.153396 MedianAbsDev 0.0717 Meanvariance 0.00723521 Eta_e 57.5462 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.694393 Period_fit 0.528094 WMCC_Period 0.0207813 WMCC_conf 0.513563 Name: Blind14A_16_N13_0298_1866, dtype: object No lightcurve for other filter 0.0207812541015 WMCC/LS = 0.0299272273177 OLD WMCC period M=3 0.0207812541015 NEW WMCC period M=1 0.0207812541015
Blind14A_16_S10_0133_3359 Var_Type RRLYR FLUX_RADIUS 2.742 ELLIPTICITY 0.0435144 FWHM 4.975 FLAGS 0 Mean 16.4909 Median_g 16.6558 Std 0.422217 MedianAbsDev 0.1833 Meanvariance 0.025603 Eta_e 23.1871 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.58854 Period_fit 0.900023 WMCC_Period 0.589259 WMCC_conf 0.96836 Name: Blind14A_16_S10_0133_3359, dtype: object No lightcurve for other filter 0.589258930403 WMCC/LS = 1.00122100122 OLD WMCC period M=3 0.589258930403 NEW WMCC period M=1 0.589258930403
Blind14A_16_S10_1912_1954 Var_Type RRLYR FLUX_RADIUS 2.616 ELLIPTICITY 0.0749306 FWHM 5.55 FLAGS 0 Mean 22.0066 Median_g 21.9731 Std 0.130575 MedianAbsDev 0.1192 Meanvariance 0.00593345 Eta_e 66.7931 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.116712 Period_fit 0.362992 WMCC_Period 0.116782 WMCC_conf 0.99357 Name: Blind14A_16_S10_1912_1954, dtype: object No lightcurve for other filter 0.116782350635 WMCC/LS = 1.00060496068 OLD WMCC period M=3 0.116782350635 NEW WMCC period M=1 0.116782350635
Blind14A_17_N10_1488_2187 Var_Type RRLYR FLUX_RADIUS 3.1635 ELLIPTICITY 0.0770554 FWHM 8.16 FLAGS 0 Mean 22.4139 Median_g 22.4377 Std 0.119179 MedianAbsDev 0.08265 Meanvariance 0.00531719 Eta_e 5.03937 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.0178345 Period_fit 0.998654 WMCC_Period 0.127011 WMCC_conf 0.774476 Name: Blind14A_17_N10_1488_2187, dtype: object No lightcurve for other filter 0.127011130564 WMCC/LS = 7.12166172109 OLD WMCC period M=3 0.127011130564 NEW WMCC period M=1 0.127011130564
Blind14A_17_N14_1784_0655 Var_Type RRLYR FLUX_RADIUS 3.016 ELLIPTICITY 0.0566038 FWHM 5.46 FLAGS 0 Mean 17.9537 Median_g 18.0851 Std 0.288342 MedianAbsDev 0.1393 Meanvariance 0.0160603 Eta_e 91.9026 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.582415 Period_fit 0.833898 WMCC_Period 0.582766 WMCC_conf 0.987636 Name: Blind14A_17_N14_1784_0655, dtype: object No lightcurve for other filter 0.582766050633 WMCC/LS = 1.00060277275 OLD WMCC period M=3 0.582766050633 NEW WMCC period M=1 0.582766050633
Blind14A_17_S13_0223_0396 Var_Type RRLYR FLUX_RADIUS 2.846 ELLIPTICITY 0.0485252 FWHM 5.09 FLAGS 0 Mean 18.1319 Median_g 18.1449 Std 0.201892 MedianAbsDev 0.1753 Meanvariance 0.0111347 Eta_e 55.1725 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.619749 Period_fit 0.518431 WMCC_Period 0.619749 WMCC_conf 0.996821 Name: Blind14A_17_S13_0223_0396, dtype: object No lightcurve for other filter 0.619749280769 WMCC/LS = 1.0 OLD WMCC period M=3 0.619749280769 NEW WMCC period M=1 0.619749280769
Blind14A_17_S20_1845_3779 Var_Type RRLYR FLUX_RADIUS 2.874 ELLIPTICITY 0.0671642 FWHM 5.09 FLAGS 0 Mean 17.311 Median_g 17.4472 Std 0.24395 MedianAbsDev 0.1003 Meanvariance 0.0140922 Eta_e 81.2595 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.549323 Period_fit 0.619945 WMCC_Period 0.562425 WMCC_conf 0.988756 Name: Blind14A_17_S20_1845_3779, dtype: object No lightcurve for other filter 0.562425176265 WMCC/LS = 1.02385107621 OLD WMCC period M=3 0.562425176265 NEW WMCC period M=1 0.562425176265
Blind14A_17_S6_1026_2209 Var_Type RRLYR FLUX_RADIUS 2.839 ELLIPTICITY 0.047619 FWHM 5.11 FLAGS 0 Mean 17.5171 Median_g 17.7457 Std 0.368225 MedianAbsDev 0.0872 Meanvariance 0.0210209 Eta_e 85.4475 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.572076 Period_fit 0.803566 WMCC_Period 0.5714 WMCC_conf 0.989965 Name: Blind14A_17_S6_1026_2209, dtype: object No lightcurve for other filter 0.571400046099 WMCC/LS = 0.998817966904 OLD WMCC period M=3 0.571400046099 NEW WMCC period M=1 0.571400046099
Blind14A_18_N24_0169_3966 Var_Type RRLYR FLUX_RADIUS 2.962 ELLIPTICITY 0.0933698 FWHM 5.34 FLAGS 0 Mean 17.6179 Median_g 17.6781 Std 0.40872 MedianAbsDev 0.3625 Meanvariance 0.0231991 Eta_e 118.174 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.352851 Period_fit 0.634147 WMCC_Period 0.346528 WMCC_conf 0.999404 Name: Blind14A_18_N24_0169_3966, dtype: object No lightcurve for other filter 0.346527812903 WMCC/LS = 0.982078853045 OLD WMCC period M=3 0.346527812903 NEW WMCC period M=1 0.346527812903
Blind14A_18_S5_0251_1235 Var_Type RRLYR FLUX_RADIUS 2.8295 ELLIPTICITY 0.0412272 FWHM 5.15 FLAGS 0 Mean 16.2433 Median_g 16.2273 Std 0.202929 MedianAbsDev 0.0779 Meanvariance 0.0124931 Eta_e 6.28898 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 96.6813 Period_fit 0.996736 WMCC_Period 0.824222 WMCC_conf 0.565602 Name: Blind14A_18_S5_0251_1235, dtype: object No lightcurve for other filter 0.824222163683 WMCC/LS = 0.00852514919011 OLD WMCC period M=3 0.824222163683 NEW WMCC period M=1 0.824222163683
Blind14A_20_N25_1939_1692 Var_Type RRLYR FLUX_RADIUS 3.129 ELLIPTICITY 0.0592662 FWHM 5.57 FLAGS 0 Mean 16.4459 Median_g 16.5498 Std 0.184339 MedianAbsDev 0.14 Meanvariance 0.0112088 Eta_e 102.515 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.362102 Period_fit 0.130173 WMCC_Period 0.36251 WMCC_conf 1 Name: Blind14A_20_N25_1939_1692, dtype: object No lightcurve for other filter 0.36250967829 WMCC/LS = 1.00112485939 OLD WMCC period M=3 0.36250967829 NEW WMCC period M=1 0.36250967829
Blind14A_21_N22_0467_3863 Var_Type RRLYR FLUX_RADIUS 2.998 ELLIPTICITY 0.0485244 FWHM 5.305 FLAGS 0 Mean 18.2766 Median_g 18.2182 Std 0.199737 MedianAbsDev 0.16215 Meanvariance 0.0109285 Eta_e 139.996 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.304031 Period_fit 0.195116 WMCC_Period 0.304031 WMCC_conf 1 Name: Blind14A_21_N22_0467_3863, dtype: object No lightcurve for other filter 0.304030984906 WMCC/LS = 1.0 OLD WMCC period M=3 0.304030984906 NEW WMCC period M=1 0.304030984906
Blind14A_21_N8_1064_2919 Var_Type RRLYR FLUX_RADIUS 3.097 ELLIPTICITY 0.0494297 FWHM 5.4 FLAGS 0 Mean 17.2195 Median_g 17.2729 Std 0.11006 MedianAbsDev 0.0586 Meanvariance 0.00639163 Eta_e 139.418 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.289467 Period_fit 0.381677 WMCC_Period 0.289293 WMCC_conf 0.993512 Name: Blind14A_21_N8_1064_2919, dtype: object No lightcurve for other filter 0.289293396768 WMCC/LS = 0.999401555954 OLD WMCC period M=3 0.289293396768 NEW WMCC period M=1 0.289293396768
Blind14A_21_S10_0954_2697 Var_Type RRLYR FLUX_RADIUS 3.012 ELLIPTICITY 0.0458015 FWHM 5.24 FLAGS 0 Mean 17.2384 Median_g 17.4014 Std 0.297102 MedianAbsDev 0.1459 Meanvariance 0.0172349 Eta_e 88.7009 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.549329 Period_fit 0.747297 WMCC_Period 0.0843425 WMCC_conf 0.989191 Name: Blind14A_21_S10_0954_2697, dtype: object No lightcurve for other filter 0.0843425396493 WMCC/LS = 0.153537468376 OLD WMCC period M=3 0.0843425396493 NEW WMCC period M=1 0.0843425396493
Blind14A_21_S14_1583_0311 Var_Type RRLYR FLUX_RADIUS 3.104 ELLIPTICITY 0.0645463 FWHM 5.53 FLAGS 0 Mean 16.9418 Median_g 17.1211 Std 0.352116 MedianAbsDev 0.1507 Meanvariance 0.0207839 Eta_e 83.2781 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.558855 Period_fit 0.783162 WMCC_Period 0.0844752 WMCC_conf 0.985487 Name: Blind14A_21_S14_1583_0311, dtype: object No lightcurve for other filter 0.0844751884666 WMCC/LS = 0.151157710791 OLD WMCC period M=3 0.0844751884666 NEW WMCC period M=1 0.0844751884666
Blind14A_21_S16_0186_3373 Var_Type RRLYR FLUX_RADIUS 2.991 ELLIPTICITY 0.0393852 FWHM 5.21 FLAGS 0 Mean 17.2092 Median_g 17.4424 Std 0.47155 MedianAbsDev 0.1694 Meanvariance 0.027401 Eta_e 100.201 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.449683 Period_fit 0.68863 WMCC_Period 0.450102 WMCC_conf 0.990808 Name: Blind14A_21_S16_0186_3373, dtype: object No lightcurve for other filter 0.45010173743 WMCC/LS = 1.0009310987 OLD WMCC period M=3 0.45010173743 NEW WMCC period M=1 0.45010173743
Blind14A_21_S19_0787_0526 Var_Type RRLYR FLUX_RADIUS 3.057 ELLIPTICITY 0.0627929 FWHM 5.49 FLAGS 0 Mean 18.0691 Median_g 18.1205 Std 0.223687 MedianAbsDev 0.1468 Meanvariance 0.0123795 Eta_e 79.1755 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.700593 Period_fit 0.790269 WMCC_Period 0.699073 WMCC_conf 0.997956 Name: Blind14A_21_S19_0787_0526, dtype: object No lightcurve for other filter 0.699073414317 WMCC/LS = 0.997830802603 OLD WMCC period M=3 0.699073414317 NEW WMCC period M=1 0.699073414317
Blind14A_21_S1_0352_0530 Var_Type RRLYR FLUX_RADIUS 3.187 ELLIPTICITY 0.0592662 FWHM 5.66 FLAGS 0 Mean 16.2366 Median_g 16.4398 Std 0.367692 MedianAbsDev 0.1284 Meanvariance 0.0226459 Eta_e 84.6199 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.549329 Period_fit 0.723691 WMCC_Period 0.554686 WMCC_conf 0.979588 Name: Blind14A_21_S1_0352_0530, dtype: object No lightcurve for other filter 0.554686478486 WMCC/LS = 1.00975329891 OLD WMCC period M=3 0.554686478486 NEW WMCC period M=1 0.554686478486
Blind14A_21_S23_0204_2519 Var_Type RRLYR FLUX_RADIUS 2.983 ELLIPTICITY 0.0619137 FWHM 5.44 FLAGS 0 Mean 19.4973 Median_g 19.6401 Std 0.309315 MedianAbsDev 0.153 Meanvariance 0.0158645 Eta_e 77.3796 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.585951 Period_fit 0.820045 WMCC_Period 0.0850324 WMCC_conf 0.992295 Name: Blind14A_21_S23_0204_2519, dtype: object No lightcurve for other filter 0.0850324126649 WMCC/LS = 0.145118733509 OLD WMCC period M=3 0.0850324126649 NEW WMCC period M=1 0.0850324126649
Blind14A_22_S11_0706_1658 Var_Type RRLYR FLUX_RADIUS 2.9135 ELLIPTICITY 0.0375361 FWHM 5.165 FLAGS 0 Mean 16.7528 Median_g 16.8526 Std 0.31644 MedianAbsDev 0.2091 Meanvariance 0.0188887 Eta_e 6.29378 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.641926 Period_fit 0.926664 WMCC_Period 0.117731 WMCC_conf 0.929031 Name: Blind14A_22_S11_0706_1658, dtype: object No lightcurve for other filter 0.117730654746 WMCC/LS = 0.183402109125 OLD WMCC period M=3 0.117730654746 NEW WMCC period M=1 0.117730654746
Blind14A_23_N29_0808_2856 Var_Type RRLYR FLUX_RADIUS 3.003 ELLIPTICITY 0.0457981 FWHM 5.545 FLAGS 0 Mean 16.9326 Median_g 17.0146 Std 0.28951 MedianAbsDev 0.17265 Meanvariance 0.0170978 Eta_e 7.30689 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.583548 Period_fit 0.98273 WMCC_Period 0.0849922 WMCC_conf 0.963285 Name: Blind14A_23_N29_0808_2856, dtype: object No lightcurve for other filter 0.0849921668322 WMCC/LS = 0.14564713671 OLD WMCC period M=3 0.0849921668322 NEW WMCC period M=1 0.0849921668322
Blind14A_23_S22_0824_1046 Var_Type RRLYR FLUX_RADIUS 2.9455 ELLIPTICITY 0.0649834 FWHM 5.385 FLAGS 0 Mean 16.5861 Median_g 16.7949 Std 0.445105 MedianAbsDev 0.1805 Meanvariance 0.026836 Eta_e 8.61332 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.458502 Period_fit 0.903573 WMCC_Period 0.08198 WMCC_conf 0.936077 Name: Blind14A_23_S22_0824_1046, dtype: object No lightcurve for other filter 0.0819799923372 WMCC/LS = 0.178799489144 OLD WMCC period M=3 0.0819799923372 NEW WMCC period M=1 0.0819799923372
Blind14A_23_S22_1810_1050 Var_Type RRLYR FLUX_RADIUS 2.905 ELLIPTICITY 0.0614683 FWHM 5.46 FLAGS 0 Mean 20.4809 Median_g 20.5886 Std 0.309678 MedianAbsDev 0.11935 Meanvariance 0.0151203 Eta_e 5.66746 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.524003 Period_fit 0.96989 WMCC_Period 1.04375 WMCC_conf 0.994989 Name: Blind14A_23_S22_1810_1050, dtype: object No lightcurve for other filter 1.04374526829 WMCC/LS = 1.99186991869 OLD WMCC period M=3 1.04374526829 NEW WMCC period M=1 1.04374526829
Blind14A_23_S4_0136_2673 Var_Type RRLYR FLUX_RADIUS 2.9345 ELLIPTICITY 0.0439736 FWHM 5.27 FLAGS 0 Mean 18.2141 Median_g 18.2663 Std 0.128752 MedianAbsDev 0.07815 Meanvariance 0.00706879 Eta_e 2.25562 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.778065 Period_fit 0.462441 WMCC_Period 0.771055 WMCC_conf 0.999877 Name: Blind14A_23_S4_0136_2673, dtype: object No lightcurve for other filter 0.771055063064 WMCC/LS = 0.990990990992 OLD WMCC period M=3 0.771055063064 NEW WMCC period M=1 0.771055063064
Blind14A_24_N17_0628_3414 Var_Type RRLYR FLUX_RADIUS 2.8865 ELLIPTICITY 0.0384615 FWHM 5.12 FLAGS 0 Mean 17.3897 Median_g 17.3846 Std 0.0711553 MedianAbsDev 0.0567 Meanvariance 0.00409182 Eta_e 9.66457 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.137301 Period_fit 0.216375 WMCC_Period 0.364189 WMCC_conf 0.984508 Name: Blind14A_24_N17_0628_3414, dtype: object No lightcurve for other filter 0.364188876596 WMCC/LS = 2.6524822695 OLD WMCC period M=3 0.364188876596 NEW WMCC period M=1 0.364188876596
Blind14A_24_N17_1800_3184 Var_Type RRLYR FLUX_RADIUS 3.0715 ELLIPTICITY 0.191264 FWHM 8.925 FLAGS 0 Mean 21.9084 Median_g 21.8987 Std 0.165341 MedianAbsDev 0.08635 Meanvariance 0.00754692 Eta_e 8.62942 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.00629297 Period_fit 0.999999 WMCC_Period 0.0739071 WMCC_conf 0.732963 Name: Blind14A_24_N17_1800_3184, dtype: object No lightcurve for other filter 0.0739070690846 WMCC/LS = 11.7443868739 OLD WMCC period M=3 0.0739070690846 NEW WMCC period M=1 0.0739070690846
Blind14A_27_N14_1346_2517 Var_Type RRLYR FLUX_RADIUS 3.111 ELLIPTICITY 0.103139 FWHM 5.88 FLAGS 0 Mean 20.664 Median_g 20.6133 Std 0.24601 MedianAbsDev 0.2536 Meanvariance 0.0119052 Eta_e 89.9842 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.362047 Period_fit 0.275301 WMCC_Period 0.359479 WMCC_conf 0.999859 Name: Blind14A_27_N14_1346_2517, dtype: object No lightcurve for other filter 0.359479466965 WMCC/LS = 0.992907801417 OLD WMCC period M=3 0.359479466965 NEW WMCC period M=1 0.359479466965
Blind14A_27_N24_0948_0483 Var_Type RRLYR FLUX_RADIUS 3.005 ELLIPTICITY 0.0512334 FWHM 5.67 FLAGS 0 Mean 17.5749 Median_g 17.5365 Std 0.186035 MedianAbsDev 0.1584 Meanvariance 0.0105852 Eta_e 118.65 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.337911 Period_fit 0.118099 WMCC_Period 0.338267 WMCC_conf 1 Name: Blind14A_27_N24_0948_0483, dtype: object No lightcurve for other filter 0.338266769231 WMCC/LS = 1.00105374078 OLD WMCC period M=3 0.338266769231 NEW WMCC period M=1 0.338266769231
Blind14A_27_S31_1212_1634 Var_Type RRLYR FLUX_RADIUS 3.103 ELLIPTICITY 0.0774908 FWHM 5.79 FLAGS 0 Mean 17.6911 Median_g 17.7913 Std 0.17276 MedianAbsDev 0.0662 Meanvariance 0.00976539 Eta_e 55.1064 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.535025 Period_fit 0.469376 WMCC_Period 0.533248 WMCC_conf 0.999996 Name: Blind14A_27_S31_1212_1634, dtype: object No lightcurve for other filter 0.533247780731 WMCC/LS = 0.996677740865 OLD WMCC period M=3 0.533247780731 NEW WMCC period M=1 0.533247780731
Blind14A_27_S8_1382_1611 Var_Type RRLYR FLUX_RADIUS 3.075 ELLIPTICITY 0.0485252 FWHM 5.65 FLAGS 0 Mean 18.398 Median_g 18.4418 Std 0.168284 MedianAbsDev 0.1187 Meanvariance 0.00914688 Eta_e 55.418 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.64203 Period_fit 0.449802 WMCC_Period 0.64203 WMCC_conf 0.997817 Name: Blind14A_27_S8_1382_1611, dtype: object No lightcurve for other filter 0.642030328 WMCC/LS = 1.0 OLD WMCC period M=3 0.642030328 NEW WMCC period M=1 0.642030328
Blind14A_28_N11_0937_1743 Var_Type RRLYR FLUX_RADIUS 3.083 ELLIPTICITY 0.0430613 FWHM 5.605 FLAGS 0 Mean 16.6476 Median_g 16.6905 Std 0.179671 MedianAbsDev 0.17355 Meanvariance 0.0107926 Eta_e 8.71517 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.351891 Period_fit 0.177664 WMCC_Period 0.35093 WMCC_conf 1 Name: Blind14A_28_N11_0937_1743, dtype: object No lightcurve for other filter 0.350929663935 WMCC/LS = 0.997267759563 OLD WMCC period M=3 0.350929663935 NEW WMCC period M=1 0.350929663935
Blind14A_28_N19_1531_0838 Var_Type RRLYR FLUX_RADIUS 3.1815 ELLIPTICITY 0.0667287 FWHM 5.765 FLAGS 0 Mean 16.6937 Median_g 16.8264 Std 0.337811 MedianAbsDev 0.1786 Meanvariance 0.0202359 Eta_e 7.25231 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.597397 Period_fit 0.790658 WMCC_Period 0.119591 WMCC_conf 0.98639 Name: Blind14A_28_N19_1531_0838, dtype: object No lightcurve for other filter 0.119590555866 WMCC/LS = 0.200186219739 OLD WMCC period M=3 0.119590555866 NEW WMCC period M=1 0.119590555866
Blind14A_28_N24_1705_0154 Var_Type RRLYR FLUX_RADIUS 3.128 ELLIPTICITY 0.0727861 FWHM 5.72 FLAGS 0 Mean 20.5209 Median_g 20.4981 Std 0.0975916 MedianAbsDev 0.0812 Meanvariance 0.00475571 Eta_e 6.03588 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.435391 Period_fit 0.237876 WMCC_Period 0.436872 WMCC_conf 0.999962 Name: Blind14A_28_N24_1705_0154, dtype: object No lightcurve for other filter 0.436871622449 WMCC/LS = 1.00340136054 OLD WMCC period M=3 0.436871622449 NEW WMCC period M=1 0.436871622449
Blind14A_28_N3_1726_3577 Var_Type RRLYR FLUX_RADIUS 3.019 ELLIPTICITY 0.0444284 FWHM 5.465 FLAGS 0 Mean 17.4449 Median_g 17.5616 Std 0.291877 MedianAbsDev 0.1661 Meanvariance 0.0167314 Eta_e 4.05129 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.642201 Period_fit 0.909351 WMCC_Period 0.011579 WMCC_conf 0.927944 Name: Blind14A_28_N3_1726_3577, dtype: object No lightcurve for other filter 0.0115790179851 WMCC/LS = 0.0180302005859 OLD WMCC period M=3 0.0115790179851 NEW WMCC period M=1 0.0115790179851
Blind14A_28_N8_1629_2407 Var_Type RRLYR FLUX_RADIUS 3.087 ELLIPTICITY 0.05479 FWHM 5.705 FLAGS 0 Mean 17.2747 Median_g 17.3665 Std 0.167492 MedianAbsDev 0.06025 Meanvariance 0.00969575 Eta_e 2.24652 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.802752 Period_fit 0.533373 WMCC_Period 0.102302 WMCC_conf 0.984348 Name: Blind14A_28_N8_1629_2407, dtype: object No lightcurve for other filter 0.102302076464 WMCC/LS = 0.127439267225 OLD WMCC period M=3 0.102302076464 NEW WMCC period M=1 0.102302076464
Blind14A_29_S18_1958_2296 Var_Type RRLYR FLUX_RADIUS 3.0955 ELLIPTICITY 0.0534382 FWHM 5.685 FLAGS 0 Mean 17.4295 Median_g 17.4927 Std 0.311061 MedianAbsDev 0.2288 Meanvariance 0.0178469 Eta_e 4.04769 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.626513 Period_fit 0.692886 WMCC_Period 0.118592 WMCC_conf 0.959822 Name: Blind14A_29_S18_1958_2296, dtype: object No lightcurve for other filter 0.11859201385 WMCC/LS = 0.189289012003 OLD WMCC period M=3 0.11859201385 NEW WMCC period M=1 0.11859201385
Blind14A_29_S25_0804_0759 Var_Type RRLYR FLUX_RADIUS 4.1365 ELLIPTICITY 0.341863 FWHM 9.88 FLAGS 0 Mean 16.4776 Median_g 16.563 Std 0.193911 MedianAbsDev 0.1096 Meanvariance 0.0117681 Eta_e 5.73255 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.713529 Period_fit 0.761184 WMCC_Period 0.713529 WMCC_conf 0.98457 Name: Blind14A_29_S25_0804_0759, dtype: object No lightcurve for other filter 0.713528616667 WMCC/LS = 1.0 OLD WMCC period M=3 0.713528616667 NEW WMCC period M=1 0.713528616667
Blind14A_29_S26_1258_0449 Var_Type RRLYR FLUX_RADIUS 3.153 ELLIPTICITY 0.0614683 FWHM 5.725 FLAGS 0 Mean 17.6578 Median_g 17.7848 Std 0.324237 MedianAbsDev 0.189 Meanvariance 0.0183623 Eta_e 4.23073 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.558414 Period_fit 0.547558 WMCC_Period 0.552409 WMCC_conf 0.999881 Name: Blind14A_29_S26_1258_0449, dtype: object No lightcurve for other filter 0.552409251613 WMCC/LS = 0.989247311828 OLD WMCC period M=3 0.552409251613 NEW WMCC period M=1 0.552409251613
Blind14A_30_N26_1210_0243 Var_Type RRLYR FLUX_RADIUS 3.191 ELLIPTICITY 0.0512334 FWHM 5.63 FLAGS 0 Mean 16.758 Median_g 16.753 Std 0.426228 MedianAbsDev 0.2049 Meanvariance 0.0254343 Eta_e 15.9274 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 1.92677 Period_fit 0.956215 WMCC_Period 0.0865574 WMCC_conf 0.731188 Name: Blind14A_30_N26_1210_0243, dtype: object No lightcurve for other filter 0.0865574393531 WMCC/LS = 0.0449236298293 OLD WMCC period M=3 0.0865574393531 NEW WMCC period M=1 0.0865574393531
Blind14A_31_N26_1373_4042 Var_Type RRLYR FLUX_RADIUS 3.057 ELLIPTICITY 0.0494297 FWHM 5.54 FLAGS 0 Mean 18.146 Median_g 18.1766 Std 0.16064 MedianAbsDev 0.1131 Meanvariance 0.00885264 Eta_e 3.76349 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.626467 Period_fit 0.408877 WMCC_Period 0.118419 WMCC_conf 0.951089 Name: Blind14A_31_N26_1373_4042, dtype: object No lightcurve for other filter 0.118419363762 WMCC/LS = 0.189027201475 OLD WMCC period M=3 0.118419363762 NEW WMCC period M=1 0.118419363762
Blind14A_31_N9_0750_2603 Var_Type RRLYR FLUX_RADIUS 3.0155 ELLIPTICITY 0.0480238 FWHM 5.475 FLAGS 0 Mean 17.426 Median_g 17.4437 Std 0.168626 MedianAbsDev 0.19505 Meanvariance 0.00967668 Eta_e 7.81926 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.30946 Period_fit 0.0739417 WMCC_Period 0.310207 WMCC_conf 1 Name: Blind14A_31_N9_0750_2603, dtype: object No lightcurve for other filter 0.310207246377 WMCC/LS = 1.00241545894 OLD WMCC period M=3 0.310207246377 NEW WMCC period M=1 0.310207246377
Blind14A_32_N18_1125_3047 Var_Type RRLYR FLUX_RADIUS 3.161 ELLIPTICITY 0.0619137 FWHM 5.75 FLAGS 0 Mean 16.7365 Median_g 16.8888 Std 0.361657 MedianAbsDev 0.2005 Meanvariance 0.0216089 Eta_e 4.45529 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.524158 Period_fit 0.402583 WMCC_Period 0.52523 WMCC_conf 0.999921 Name: Blind14A_32_N18_1125_3047, dtype: object No lightcurve for other filter 0.525230184049 WMCC/LS = 1.00204498978 OLD WMCC period M=3 0.525230184049 NEW WMCC period M=1 0.525230184049
Blind14A_32_N4_1209_3728 Var_Type RRLYR FLUX_RADIUS 3.049 ELLIPTICITY 0.0684658 FWHM 6.29 FLAGS 0 Mean 21.3412 Median_g 21.2907 Std 0.216341 MedianAbsDev 0.1966 Meanvariance 0.0101373 Eta_e 12.3776 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.302162 Period_fit 0.133599 WMCC_Period 0.30359 WMCC_conf 1 Name: Blind14A_32_N4_1209_3728, dtype: object No lightcurve for other filter 0.303590496454 WMCC/LS = 1.00472813239 OLD WMCC period M=3 0.303590496454 NEW WMCC period M=1 0.303590496454
Blind14A_33_S4_1115_3170 Var_Type RRLYR FLUX_RADIUS 3.074 ELLIPTICITY 0.0407407 FWHM 5.57 FLAGS 0 Mean 16.3167 Median_g 16.3073 Std 0.194744 MedianAbsDev 0.18255 Meanvariance 0.0119353 Eta_e 8.73167 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.389132 Period_fit 0.0755458 WMCC_Period 0.0794147 WMCC_conf 0.9991 Name: Blind14A_33_S4_1115_3170, dtype: object No lightcurve for other filter 0.0794147439703 WMCC/LS = 0.204081632653 OLD WMCC period M=3 0.0794147439703 NEW WMCC period M=1 0.0794147439703
Blind14A_34_N22_1805_3078 Var_Type RRLYR FLUX_RADIUS 2.993 ELLIPTICITY 0.0649834 FWHM 5.615 FLAGS 3 Mean 20.6033 Median_g 20.672 Std 0.149381 MedianAbsDev 0.0964 Meanvariance 0.00725031 Eta_e 4.07847 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.642041 Period_fit 0.203286 WMCC_Period 0.118076 WMCC_conf 0.996837 Name: Blind14A_34_N22_1805_3078, dtype: object No lightcurve for other filter 0.11807648 WMCC/LS = 0.183908045977 OLD WMCC period M=3 0.11807648 NEW WMCC period M=1 0.11807648
Blind14A_34_S1_1626_0621 Var_Type RRLYR FLUX_RADIUS 3.2285 ELLIPTICITY 0.0601097 FWHM 5.965 FLAGS 0 Mean 16.5421 Median_g 16.5704 Std 0.183613 MedianAbsDev 0.1833 Meanvariance 0.0110997 Eta_e 7.89741 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.351803 Period_fit 0.0690294 WMCC_Period 0.352286 WMCC_conf 1 Name: Blind14A_34_S1_1626_0621, dtype: object No lightcurve for other filter 0.352285794239 WMCC/LS = 1.00137174211 OLD WMCC period M=3 0.352285794239 NEW WMCC period M=1 0.352285794239
Blind14A_35_N22_1917_1228 Var_Type RRLYR FLUX_RADIUS 3.0325 ELLIPTICITY 0.0512325 FWHM 5.42 FLAGS 0 Mean 16.8539 Median_g 17.0477 Std 0.32948 MedianAbsDev 0.0923 Meanvariance 0.0195492 Eta_e 8.30958 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.448455 Period_fit 0.859359 WMCC_Period 0.0215474 WMCC_conf 0.52342 Name: Blind14A_35_N22_1917_1228, dtype: object No lightcurve for other filter 0.0215473786358 WMCC/LS = 0.0480480480481 OLD WMCC period M=3 0.0215473786358 NEW WMCC period M=1 0.0215473786358
Blind14A_36_N16_1837_2988 Var_Type RRLYR FLUX_RADIUS 2.9295 ELLIPTICITY 0.0528392 FWHM 5.33 FLAGS 0 Mean 18.2616 Median_g 18.376 Std 0.286644 MedianAbsDev 0.16475 Meanvariance 0.0156966 Eta_e 8.90133 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.597204 Period_fit 0.992146 WMCC_Period 0.0128027 WMCC_conf 0.953333 Name: Blind14A_36_N16_1837_2988, dtype: object No lightcurve for other filter 0.0128027490278 WMCC/LS = 0.0214378302921 OLD WMCC period M=3 0.0128027490278 NEW WMCC period M=1 0.0128027490278
Blind14A_37_N29_1768_3197 Var_Type RRLYR FLUX_RADIUS 3.079 ELLIPTICITY 0.0521327 FWHM 5.32 FLAGS 3 Mean 17.4002 Median_g 17.4867 Std 0.266039 MedianAbsDev 0.1741 Meanvariance 0.0152894 Eta_e 4.2066 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.113438 Period_fit 0.557367 WMCC_Period 0.113839 WMCC_conf 0.999812 Name: Blind14A_37_N29_1768_3197, dtype: object No lightcurve for other filter 0.113838944297 WMCC/LS = 1.00353669319 OLD WMCC period M=3 0.113838944297 NEW WMCC period M=1 0.113838944297
Blind14A_37_S14_1033_0091 Var_Type RRLYR FLUX_RADIUS 3.252 ELLIPTICITY 0.126638 FWHM 6.14 FLAGS 2 Mean 18.857 Median_g 19.0074 Std 0.293298 MedianAbsDev 0.1215 Meanvariance 0.0155538 Eta_e 3.08513 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.658444 Period_fit 0.698487 WMCC_Period 0.658444 WMCC_conf 0.998154 Name: Blind14A_37_S14_1033_0091, dtype: object No lightcurve for other filter 0.658444138461 WMCC/LS = 1.0 OLD WMCC period M=3 0.658444138461 NEW WMCC period M=1 0.658444138461
Blind14A_37_S1_0434_2105 Var_Type RRLYR FLUX_RADIUS 2.9045 ELLIPTICITY 0.0863406 FWHM 6.44 FLAGS 0 Mean 21.9096 Median_g 22.0229 Std 0.479747 MedianAbsDev 0.3343 Meanvariance 0.0218966 Eta_e 20.0473 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 1.9808 Period_fit 0.773423 WMCC_Period 0.0865268 WMCC_conf 0.965109 Name: Blind14A_37_S1_0434_2105, dtype: object No lightcurve for other filter 0.0865267782258 WMCC/LS = 0.0436827956989 OLD WMCC period M=3 0.0865267782258 NEW WMCC period M=1 0.0865267782258
Blind14A_37_S1_0498_2223 Var_Type RRLYR FLUX_RADIUS 3.1075 ELLIPTICITY 0.0688811 FWHM 6.965 FLAGS 3 Mean 21.8495 Median_g 21.9411 Std 0.331274 MedianAbsDev 0.2206 Meanvariance 0.0151616 Eta_e 6.41749 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.643759 Period_fit 0.781155 WMCC_Period 0.117905 WMCC_conf 0.978805 Name: Blind14A_37_S1_0498_2223, dtype: object No lightcurve for other filter 0.117904620879 WMCC/LS = 0.18315018315 OLD WMCC period M=3 0.117904620879 NEW WMCC period M=1 0.117904620879
Blind14A_37_S26_1554_1448 Var_Type RRLYR FLUX_RADIUS 2.991 ELLIPTICITY 0.0592662 FWHM 5.44 FLAGS 0 Mean 18.754 Median_g 18.8639 Std 0.261104 MedianAbsDev 0.1322 Meanvariance 0.0139226 Eta_e 5.83752 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.0043307 Period_fit 0.80566 WMCC_Period 0.670583 WMCC_conf 0.962552 Name: Blind14A_37_S26_1554_1448, dtype: object No lightcurve for other filter 0.67058253125 WMCC/LS = 154.84375 OLD WMCC period M=3 0.67058253125 NEW WMCC period M=1 0.67058253125
Blind14A_37_S31_1350_2421 Var_Type RRLYR FLUX_RADIUS 3.168 ELLIPTICITY 0.0825688 FWHM 5.67 FLAGS 0 Mean 17.7038 Median_g 17.8208 Std 0.328916 MedianAbsDev 0.2236 Meanvariance 0.0185789 Eta_e 6.75722 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.54788 Period_fit 0.788431 WMCC_Period 0.546717 WMCC_conf 0.996368 Name: Blind14A_37_S31_1350_2421, dtype: object No lightcurve for other filter 0.546716968153 WMCC/LS = 0.997876857751 OLD WMCC period M=3 0.546716968153 NEW WMCC period M=1 0.546716968153
Blind14A_37_S9_0560_3100 Var_Type RRLYR FLUX_RADIUS 3.011 ELLIPTICITY 0.061884 FWHM 5.585 FLAGS 0 Mean 17.8545 Median_g 17.9612 Std 0.218536 MedianAbsDev 0.11745 Meanvariance 0.0122398 Eta_e 6.86688 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.598846 Period_fit 0.78129 WMCC_Period 0.11938 WMCC_conf 0.972071 Name: Blind14A_37_S9_0560_3100, dtype: object No lightcurve for other filter 0.119380478442 WMCC/LS = 0.199350950394 OLD WMCC period M=3 0.119380478442 NEW WMCC period M=1 0.119380478442
Blind14A_38_N24_0760_3868 Var_Type RRLYR FLUX_RADIUS 2.889 ELLIPTICITY 0.112689 FWHM 5.66 FLAGS 0 Mean 21.7067 Median_g 21.7969 Std 0.24205 MedianAbsDev 0.1652 Meanvariance 0.0111509 Eta_e 5.67819 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.713289 Period_fit 0.784369 WMCC_Period 0.713289 WMCC_conf 0.974707 Name: Blind14A_38_N24_0760_3868, dtype: object No lightcurve for other filter 0.713288716666 WMCC/LS = 1.0 OLD WMCC period M=3 0.713288716666 NEW WMCC period M=1 0.713288716666
Blind14A_38_N3_0158_1904 Var_Type RRLYR FLUX_RADIUS 2.824 ELLIPTICITY 0.0420744 FWHM 5.11 FLAGS 0 Mean 19.0781 Median_g 19.2695 Std 0.379254 MedianAbsDev 0.15185 Meanvariance 0.019879 Eta_e 6.33536 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.570631 Period_fit 0.892699 WMCC_Period 0.566852 WMCC_conf 0.993716 Name: Blind14A_38_N3_0158_1904, dtype: object No lightcurve for other filter 0.566851960265 WMCC/LS = 0.993377483444 OLD WMCC period M=3 0.566851960265 NEW WMCC period M=1 0.566851960265
Blind14A_38_N3_1389_0919 Var_Type RRLYR FLUX_RADIUS 2.8295 ELLIPTICITY 0.0498639 FWHM 5.175 FLAGS 0 Mean 19.5228 Median_g 19.6381 Std 0.232799 MedianAbsDev 0.1054 Meanvariance 0.0119245 Eta_e 5.58937 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.675747 Period_fit 0.781842 WMCC_Period 0.684757 WMCC_conf 0.997235 Name: Blind14A_38_N3_1389_0919, dtype: object No lightcurve for other filter 0.684757168 WMCC/LS = 1.01333333333 OLD WMCC period M=3 0.684757168 NEW WMCC period M=1 0.684757168
Blind14A_38_S11_1848_0532 Var_Type RRLYR FLUX_RADIUS 2.833 ELLIPTICITY 0.0462563 FWHM 5.15 FLAGS 0 Mean 18.1298 Median_g 18.1444 Std 0.091397 MedianAbsDev 0.0787 Meanvariance 0.00504125 Eta_e 4.12637 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.65842 Period_fit 0.399514 WMCC_Period 0.0186156 WMCC_conf 0.897233 Name: Blind14A_38_S11_1848_0532, dtype: object No lightcurve for other filter 0.0186156254893 WMCC/LS = 0.0282731622444 OLD WMCC period M=3 0.0186156254893 NEW WMCC period M=1 0.0186156254893
Blind14A_39_N13_0493_1745 Var_Type RRLYR FLUX_RADIUS 2.988 ELLIPTICITY 0.0662899 FWHM 5.465 FLAGS 0 Mean 17.0481 Median_g 17.1831 Std 0.363373 MedianAbsDev 0.24015 Meanvariance 0.0213145 Eta_e 5.47292 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.57062 Period_fit 0.511324 WMCC_Period 0.0849136 WMCC_conf 0.881943 Name: Blind14A_39_N13_0493_1745, dtype: object No lightcurve for other filter 0.0849136388889 WMCC/LS = 0.14880952381 OLD WMCC period M=3 0.0849136388889 NEW WMCC period M=1 0.0849136388889
Blind14A_39_N28_0179_2872 Var_Type RRLYR FLUX_RADIUS 2.9755 ELLIPTICITY 0.0645332 FWHM 5.425 FLAGS 0 Mean 16.7907 Median_g 16.8042 Std 0.146586 MedianAbsDev 0.1535 Meanvariance 0.00873018 Eta_e 14.0081 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.267478 Period_fit 0.204678 WMCC_Period 0.266645 WMCC_conf 1 Name: Blind14A_39_N28_0179_2872, dtype: object No lightcurve for other filter 0.266644697819 WMCC/LS = 0.996884735201 OLD WMCC period M=3 0.266644697819 NEW WMCC period M=1 0.266644697819
Blind14A_39_S28_0769_1752 Var_Type RRLYR FLUX_RADIUS 2.965 ELLIPTICITY 0.0570316 FWHM 5.33 FLAGS 0 Mean 18.7241 Median_g 18.8081 Std 0.193094 MedianAbsDev 0.0938 Meanvariance 0.0103126 Eta_e 6.06142 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.62629 Period_fit 0.670019 WMCC_Period 0.0223073 WMCC_conf 0.977875 Name: Blind14A_39_S28_0769_1752, dtype: object No lightcurve for other filter 0.0223072577534 WMCC/LS = 0.0356181044218 OLD WMCC period M=3 0.0223072577534 NEW WMCC period M=1 0.0223072577534
Blind14A_39_S28_1910_2099 Var_Type RRLYR FLUX_RADIUS 2.9865 ELLIPTICITY 0.0543632 FWHM 5.33 FLAGS 0 Mean 16.8212 Median_g 16.8737 Std 0.185509 MedianAbsDev 0.13645 Meanvariance 0.0110282 Eta_e 3.63946 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.641947 Period_fit 0.682265 WMCC_Period 0.0864575 WMCC_conf 0.995074 Name: Blind14A_39_S28_1910_2099, dtype: object No lightcurve for other filter 0.0864575232323 WMCC/LS = 0.13468013468 OLD WMCC period M=3 0.0864575232323 NEW WMCC period M=1 0.0864575232323
Blind14A_39_S29_0728_2223 Var_Type RRLYR FLUX_RADIUS 3.1775 ELLIPTICITY 0.0623533 FWHM 5.825 FLAGS 0 Mean 16.9932 Median_g 17.0798 Std 0.359818 MedianAbsDev 0.27495 Meanvariance 0.0211742 Eta_e 3.64994 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.513558 Period_fit 0.38725 WMCC_Period 1.03124 WMCC_conf 0.99999 Name: Blind14A_39_S29_0728_2223, dtype: object No lightcurve for other filter 1.03124033735 WMCC/LS = 2.00803212852 OLD WMCC period M=3 1.03124033735 NEW WMCC period M=1 1.03124033735
Blind14A_40_S12_0783_3406 Var_Type RRLYR FLUX_RADIUS 2.9695 ELLIPTICITY 0.0453354 FWHM 5.46 FLAGS 0 Mean 17.9727 Median_g 18.0559 Std 0.17584 MedianAbsDev 0.0794 Meanvariance 0.00978372 Eta_e 3.85326 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.733626 Period_fit 0.574411 WMCC_Period 0.737842 WMCC_conf 0.999602 Name: Blind14A_40_S12_0783_3406, dtype: object No lightcurve for other filter 0.737841844828 WMCC/LS = 1.00574712644 OLD WMCC period M=3 0.737841844828 NEW WMCC period M=1 0.737841844828
Blind14A_40_S15_1191_1949 Var_Type RRLYR FLUX_RADIUS 2.9675 ELLIPTICITY 0.0458015 FWHM 5.335 FLAGS 0 Mean 18.3477 Median_g 18.5236 Std 0.339517 MedianAbsDev 0.14505 Meanvariance 0.0185046 Eta_e 4.76944 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.626266 Period_fit 0.95123 WMCC_Period 0.0860198 WMCC_conf 0.855132 Name: Blind14A_40_S15_1191_1949, dtype: object No lightcurve for other filter 0.0860197527639 WMCC/LS = 0.137353433836 OLD WMCC period M=3 0.0860197527639 NEW WMCC period M=1 0.0860197527639
Blind14A_40_S16_0443_0638 Var_Type RRLYR FLUX_RADIUS 2.863 ELLIPTICITY 0.0398462 FWHM 5.28 FLAGS 0 Mean 20.6309 Median_g 20.6558 Std 0.188418 MedianAbsDev 0.187 Meanvariance 0.00913283 Eta_e 5.41368 Pred_Var_Type NaN Prob_Pred NaN PeriodLS 0.395029 Period_fit 0.522578 WMCC_Period 0.117892 WMCC_conf 0.999579 Name: Blind14A_40_S16_0443_0638, dtype: object No lightcurve for other filter 0.1178920854 WMCC/LS = 0.298438934804 OLD WMCC period M=3 0.1178920854 NEW WMCC period M=1 0.1178920854
In [140]:
plt.hist(table_15.query('Var_Type=="CEP"').Amplitude, bins=15, alpha=.5)
plt.hist(table_15.query('Var_Type=="RRLYR"').Amplitude, bins=25, alpha=.5)
plt.show()
In [131]:
cep_ = table_15.query('Var_Type == "CEP"')
rrl_ = table_15.query('Var_Type == "RRLYR"')
ebs_ = table_15.query('Var_Type == "EB"')
plt.plot(table_15.Color, table_15.Mean, '.b')
plt.plot(cep_.Color, cep_.Mean, '*r')
plt.plot(rrl_.Color, rrl_.Mean, '*g')
#plt.plot(ebs_.Color, ebs_.Mean, '*c')
plt.xlim(-3,3)
plt.ylim(15,25)
plt.show()
In [ ]:
#table_15.to_csv('%s/tables/__Blind15A_tables+feat_filter_type_sub_sp.csv'
# % (mainpath))